Your knowledge base, on autopilot.

Delegate the reading to AI. Connect your sources, and watch raw feeds transform into living, structured insights.

Still manually prompting AI every time?

Just got used to AI, and now you have to learn automation too?

Passive AI

AI should be an assistant, not a chatbot waiting for orders. Staring at a screen waiting for a response is still a waste of your time.

Passive AI

Generic Responses

Does it ignore your data and just give generic answers? Forcing AI to look at the right files shouldn't require manual effort every time.

Generic Responses

Complex Tools

You wanted efficiency, but got stuck in complex settings. When the setup takes more effort than the task itself, you end up going back to manual work.

Complex Tools

Insights without the ask.

Stop the repetitive prompting. AI proactively monitors your sources and delivers the value you need—before you even think to ask.

Start with a purpose-built template.

Whether it's a daily briefing or a deep-dive research log, simply choose a format that fits your workflow. It becomes your living, breathing knowledge hub.

This Week's AI Tech Highlights


OpenAI

  • [Model] GPT-5.2-Codex Launch (2025-12-18)
    • Key Point: Top-tier coding model with long-horizon reasoning, large-scale code transformations, enhanced cybersecurity
    • Why it matters: Specialized for large code changes like refactors and migrations
    • Action: Test Codex API, review existing workflow automation
  • [Safety] Teen Protection Model Spec Update (2025-12-18)
    • Key Point: U18 Principles for ages 13-17. Based on developmental science with focus on prevention, transparency, early intervention
    • Why it matters: Safety guidelines developed with American Psychological Association - reference for B2C services
    • Action: Review age restriction policies for your service
  • [Safety] ChatGPT Atlas Prompt Injection Hardening (2025-12-22)
    • Key Point: Automated red teaming with reinforcement learning to discover and patch prompt injection attacks
    • Why it matters: Security becomes more critical as AI becomes more agentic
    • Action: Audit your AI systems for prompt injection vulnerabilities

Google AI

  • [Model] Gemini 3 Flash Launch (2025-12-17)
    • Key Point: Frontier-level performance at 1/4 the cost of 3 Pro. Default model in Gemini app and AI Mode
    • Why it matters: Fast speed and low cost make it attractive for production
    • Action: Test Gemini 3 Flash on Vertex AI
  • [Report] 5 Ways AI Agents Will Transform Work in 2026 (2025-12-19)
    • Key Point: Google Cloud releases 2026 AI Agent Trends Report
    • Why it matters: Predicts when agent-based workflows will go mainstream
    • Action: Download report, review your agent adoption roadmap

Anthropic (Claude)

  • [Model] Claude Opus 4.5 Launch (2025-11-24)
    • Key Point: Best in the world for coding, agents, and computer use. Dramatically improved token efficiency
    • Why it matters: Meaningful improvements to everyday tasks like slides and spreadsheets
    • Action: Upgrade Claude API, compare prompt performance
  • [Regulation] California SB53 Transparency Compliance Framework (2025-12-19)
    • Key Point: Anthropic shares compliance framework for California's Frontier AI Transparency Act
    • Why it matters: AI regulation response precedent - reference for other companies
    • Action: Understand SB53 requirements, review your AI service compliance

Analysis & Implications

  • Tech Trend: All 3 companies focusing on agentic AI - coding, agents, workflow automation
  • Safety Focus: OpenAI's prompt injection defense, Anthropic's compliance framework show active safety/regulation response
  • Application Ideas: Cut costs with Gemini 3 Flash while using Claude Opus 4.5 for complex tasks

Key Achievements

  • v2.3.0 Release Complete: Includes new dashboard UI and performance improvements
  • Monthly Active Users Up 15%: New onboarding flow effectiveness confirmed
  • API Response Time Improved 30%: Caching layer implementation successful
  • Customer Satisfaction Score 4.2 → 4.5: Support team response time reduction contributed

In Progress

  • Mobile App v1.0 Development (75% complete)
    • iOS TestFlight deployment done
    • Android beta testing in progress
  • Payment System Migration (40% complete)
    • New payment gateway integration underway

Next Week Plan

  • Start mobile app QA testing
  • Payment system staging environment test
  • Q1 roadmap review meeting (Wednesday)
  • Launch campaign discussion with marketing team

Issues & Risks

  • [Critical] Third-party API rate limit potential - usage monitoring needs strengthening
  • [Watch] New feature adoption lower than expected - considering onboarding tutorial improvements

Key Movements This Week

CompanyNewsImplications
PerplexityComet browser free launch + Comet Plus ($5/mo). Snapchat integration coming (2026, $400M deal)Entering AI browser market. Consumer platform expansion accelerating
FeedlyAI Feeds enhanced - define a topic and it scans millions of sources. Industry-specific intelligence skills expanded"Information collection automation" competition intensifying. Domain-specific AI trend
ReadwiseAudio Reviews launched - listen to highlights like a podcast. Themed Reviews for AI-powered note searchDiversifying consumption (reading→listening). Maximizing highlight utilization

Trend Analysis

  • AI Browser Race: Perplexity Comet launch competing with Arc, Opera. Search expanding to browser
  • Audio-first Content: "No time to read? Listen" trend like Readwise Audio Reviews
  • Vertical AI: Domain-specific moves like Feedly's industry AI skills (cybersecurity, biopharma)
  • Major Partnerships: Active AI startup partnerships with big platforms like Perplexity-Snapchat ($400M)

Plug in your information sources.

YouTube, RSS, or any web link—connect them once. AI grasps the context instantly and keeps your documents populated with the latest updates.

Latent Space
The Cognitive Revolution
The Rundown AI
Ben's Bites
One Useful Thing
dev.to
Hacker News
Simon Willison's Blog
ByteByteGo
The Pragmatic Engineer
TechCrunch
The Verge
Ars Technica
Wired
MKBHD
Fireship
Two Minute Papers
MIT Tech Review
The Verge
Linus Tech Tips

Automate your routine in seconds.

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AI Tech Trend

9:00 AM

YouTube Digest

12:00 PM

Standup

3:00 PM

Hacker News

6:00 PM

Building in Public

9:00 PM

Extract the signal from the noise.

From YouTube videos to tech news, automatically distill the chaos into the insights you actually need.

Stay on Top of AI Tech Changes

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Can't read OpenAI·Google·Anthropic blogs every day? Get only the essential updates summarized for you.

This Week's AI Tech Highlights


OpenAI

  • [Model] GPT-5.2-Codex Launch (2025-12-18)
    • Key Point: Top-tier coding model with long-horizon reasoning, large-scale code transformations, enhanced cybersecurity
    • Why it matters: Specialized for large code changes like refactors and migrations
    • Action: Test Codex API, review existing workflow automation
  • [Safety] Teen Protection Model Spec Update (2025-12-18)
    • Key Point: U18 Principles for ages 13-17. Based on developmental science with focus on prevention, transparency, early intervention
    • Why it matters: Safety guidelines developed with American Psychological Association - reference for B2C services
    • Action: Review age restriction policies for your service
  • [Safety] ChatGPT Atlas Prompt Injection Hardening (2025-12-22)
    • Key Point: Automated red teaming with reinforcement learning to discover and patch prompt injection attacks
    • Why it matters: Security becomes more critical as AI becomes more agentic
    • Action: Audit your AI systems for prompt injection vulnerabilities

Google AI

  • [Model] Gemini 3 Flash Launch (2025-12-17)
    • Key Point: Frontier-level performance at 1/4 the cost of 3 Pro. Default model in Gemini app and AI Mode
    • Why it matters: Fast speed and low cost make it attractive for production
    • Action: Test Gemini 3 Flash on Vertex AI
  • [Report] 5 Ways AI Agents Will Transform Work in 2026 (2025-12-19)
    • Key Point: Google Cloud releases 2026 AI Agent Trends Report
    • Why it matters: Predicts when agent-based workflows will go mainstream
    • Action: Download report, review your agent adoption roadmap

Anthropic (Claude)

  • [Model] Claude Opus 4.5 Launch (2025-11-24)
    • Key Point: Best in the world for coding, agents, and computer use. Dramatically improved token efficiency
    • Why it matters: Meaningful improvements to everyday tasks like slides and spreadsheets
    • Action: Upgrade Claude API, compare prompt performance
  • [Regulation] California SB53 Transparency Compliance Framework (2025-12-19)
    • Key Point: Anthropic shares compliance framework for California's Frontier AI Transparency Act
    • Why it matters: AI regulation response precedent - reference for other companies
    • Action: Understand SB53 requirements, review your AI service compliance

Analysis & Implications

  • Tech Trend: All 3 companies focusing on agentic AI - coding, agents, workflow automation
  • Safety Focus: OpenAI's prompt injection defense, Anthropic's compliance framework show active safety/regulation response
  • Application Ideas: Cut costs with Gemini 3 Flash while using Claude Opus 4.5 for complex tasks

Get the Key Points Without Watching the Videos

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TED Key Insights

VideoKey TakeawaysAction Items
This Revolutionary Moment in Space Exploration - Chris HadfieldReusable spacecraft design is drastically cutting costs. Now possible to buy a space ticket for the price of a luxury car- Monitor space industry investment trends
- Track private space companies like SpaceX, Blue Origin
The Army of Autonomous Robots Restoring Nature - Tom ChiParadox: individuals love nature but collectively we're destroying it. Root cause is a broken mental model that pits economic wins against ecology- Consider ecosystem impact in business decisions
- Research nature restoration tech startups
Can AI Uplift Entrepreneurs That Traditional Banks Reject? - Mercedes BidartIn informal economies, 'trust' works like currency. AI can measure community trust to expand loan accessibility- Study AI-based credit scoring cases
- Explore fintech solutions for underserved markets

Deep Dive Points

  • Cost revolution and accessibility changes in private space industry
  • New paradigm for economic growth and environmental preservation
  • Expanding financial inclusion using AI

Create Your Own Curated Newsletter

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Curate content worth reading with reasons why you recommend them. Your newsletter draft is ready to send to subscribers.

⭐ Today's Picks

1. We Replaced Our Sales Team with 20 AI Agents

Source: Lenny's Newsletter Summary: SaaStr's Jason Lemkin shares his experiment replacing a 10-person SDR/AE team with 20 AI agents. Details the specific workflow using Claude, HubSpot, and Outreach, now managed by just 1.2 people. Why I recommend this: Real experiment results, not theory. GTM leaders can preview how sales organizations will transform in 2026, plus get hints on becoming "hyper-employable" in the AI era.

2. Message Brokers 101: Storage, Replication, and Delivery Guarantees

Source: ByteByteGo Summary: Explains the fundamentals of message brokers in distributed systems. Covers producer-consumer decoupling architecture, buffering during traffic spikes, and their role as sophisticated distributed databases beyond simple pipes. Why I recommend this: Essential knowledge for developers working with microservices architecture. ByteByteGo's signature visual explanations make complex concepts accessible.

3. Cloudflare's Outage Proves Dangers of Global Configuration Changes

Source: Pragmatic Engineer Summary: Analyzes root causes of Cloudflare's major outages occurring two weeks apart. Examines the structural problem of global configs deploying instantly across the entire network, and similar incident patterns at Meta, Google, and others. Why I recommend this: Valuable lessons from large-scale infrastructure failures. A compelling case for why staged deployment systems matter.

Get Only the Posts That Matter from Hacker News

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Skip scrolling the entire frontpage. Get popular posts and comment insights from topics you care about.

Today's HN Curation

Web/Indie

TitlePointsKey Takeaway
POSSE - Publish on your own site, syndicate elsewhere686IndieWeb philosophy of publishing on your own site first, then syndicating. Active discussion on escaping platform lock-in
2026 will be my year of the Linux desktop559Xe Iaso's Linux desktop transition story. 395 comments debating Wayland, gaming, dev environment

AI/ML

TitlePointsKey Takeaway
IQuest-Coder: Open-source code model beats Claude Sonnet 4.5 and GPT 5.184New open-source coding AI emerges. Skepticism and excitement coexist over benchmark results

Programming

TitlePointsKey Takeaway
Daft Punk Easter Egg - BPM secret in Harder, Better, Faster, Stronger506Discovery that song's BPM is set to 123.45678. Music + programming intersection
Clicks Communicator334New smartphone with physical keyboard. 213 comments with BlackBerry nostalgia

Compare the Same News from Both Perspectives

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See how NYT·NPR vs Fox·NY Post cover the same events differently. Includes fact-checking.

Today's Key Issues

Issue 1: Minnesota Child Care Funding Freeze

Liberal ViewConservative View
NYT: Health Dept. Pauses Child Care Funding to Minnesota, Citing State's Fraud ScandalFox News: HHS cuts off Minnesota payments, citing millions funneled to fraudulent daycares
NPR: Trump administration freezing child care funds to MinnesotaFox News: Minnesota fraud scandal prompts DHS to review citizenship cases from 19 countries
Key Contention: Liberals focus on service disruption impact; conservatives emphasize fraud scale and immigrant involvement

Issue 2: Former Sen. Ben Nighthorse Campbell Dies

Liberal ViewConservative View
NYT: First Native American in both House and Senate, Olympic judoka legacyFox News: Democrat-turned-Republican, fiscal conservative who supported balanced budget
NPR: Focus on legislative achievements across 3 House and 2 Senate termsNY Post: Emphasis on party switch and support for labor while maintaining fiscal conservatism
Key Contention: Both sides mourn, but liberals highlight Native American advocacy; conservatives emphasize party switch and fiscal values

Issue 3: Epstein Files - 5.2 Million Pages Under Review

Liberal ViewConservative View
NYT: Justice Dept. reviewing 5.2 million pages, seeking 400 lawyers to assistNY Post: DOJ reviewing more than 5 million pages of Epstein documents
NPR: Larger than initial estimates, timeline uncertainFox News: Trump administration's commitment to swift file release
Key Contention: Scope and timing of document releases, potential political implications

Today's Insight

  • Minnesota funding: Same event framed as 'service disruption' (liberal) vs 'fraud crackdown' (conservative)
  • Campbell obituary reflects value differences in fact selection between outlets
  • Epstein files covered by both sides with different emphasis points

Track an X Influencer's Interests

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See what topics an influencer is interested in lately. No need to scroll through their timeline.

📊 Elon Musk Recent Interests

InterestContentContext
Neuralink"I am confident at this point that restoring full body functionality is possible" - 41K+ likesStrong confidence in restoring body function for spinal injury patients. Clinical trials ongoing
Grok AI"Made with Grok Imagine" - promoting AI image generation. Mentions Grok + Community Notes comboIntegrating xAI's Grok across X platform. Image generation, fact-checking, etc.
Media Criticism"They aren't news organizations, they are legacy media propaganda pushers for the far left" - 319K+ likesContinued criticism of traditional media. Specifically calling out outlets like 60 Minutes

💡 Insights

  • Tech Optimism: Neuralink statements about full body restoration more specific than before. Rising confidence in clinical results
  • Grok Integration Accelerating: Mentioning Community Notes + Grok combo suggests expanding AI role within X platform
  • Political Engagement Continues: Media/political criticism tweets get highest engagement, separate from DOGE activities

Analyze Trending Products on Product Hunt

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Understand why top upvoted products are getting attention. Spot differentiation, timing, and trend patterns.

Today's Notable Products

ProductCategoryKey FeaturesWhy Notable
DaysAroundTravelTrack every country you've visited, privatelyPrivacy-first, minimal design
NoteTabsmacOSNative text editor with horizontal tabs & auto-restoreNative macOS, fast & clean UX
Mom ClockLifestyleSmart alarm clock for moms#1 on Jan 1, 340 upvotes
LaunchOSmacOSLaunchpad alternative for macOS 26 TahoeLiquid glass effect, improved features
FluxProductivityNext-gen productivity toolAI-powered workflow automation

Trend Insights

  • macOS Tools Strong: Native Mac apps like NoteTabs, LaunchOS gaining traction
  • Privacy First: Products like DaysAround emphasizing privacy protection
  • Emotional Targeting: Products like Mom Clock targeting specific audiences ranking high

Get Strategy Hints from Competitor Moves

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Track product updates, pricing changes, and job postings from competitors. Stay ahead of market shifts.

Key Movements This Week

CompanyNewsImplications
PerplexityComet browser free launch + Comet Plus ($5/mo). Snapchat integration coming (2026, $400M deal)Entering AI browser market. Consumer platform expansion accelerating
FeedlyAI Feeds enhanced - define a topic and it scans millions of sources. Industry-specific intelligence skills expanded"Information collection automation" competition intensifying. Domain-specific AI trend
ReadwiseAudio Reviews launched - listen to highlights like a podcast. Themed Reviews for AI-powered note searchDiversifying consumption (reading→listening). Maximizing highlight utilization

Trend Analysis

  • AI Browser Race: Perplexity Comet launch competing with Arc, Opera. Search expanding to browser
  • Audio-first Content: "No time to read? Listen" trend like Readwise Audio Reviews
  • Vertical AI: Domain-specific moves like Feedly's industry AI skills (cybersecurity, biopharma)
  • Major Partnerships: Active AI startup partnerships with big platforms like Perplexity-Snapchat ($400M)

Spot Opportunities in Reddit Communities

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Analyze questions, complaints, and recommendations customers share in subreddits. Real pain points become marketing opportunities.

📊 Subreddit Insights

TypeContentTempNotes
😤 Help"I lose half my day to context switching between tabs, help"🔴Spent 3 hours just switching apps/tabs. Pulled by notifications
❓ App Rec"What's a good app for habit tracking, journaling and to do lists?"🟡All-in-one app needs. Fatigue from using multiple apps
💡 Insight"Productivity is about internal state, not systems"🟢Tried GTD, Notion - self-awareness is key
❓ Question"What do you do instead of scrolling?"🟡Want to reduce screen time but can't find alternatives
😰 Struggle"Is getting out of your head possible at all?"🔴Starting/finishing basic tasks feels like torture. Overthinking

🎯 Marketing Opportunities

OpportunityContextApproach
Context switching solutionRepeated posts about losing focus to tab/app switching"I also wasted 3 hours..." + workspace consolidation tool
All-in-one productivity appStrong need for habit+journal+todo in oneHighlight integration + "From 10 apps to 1" messaging
Screen time alternativesWant to reduce scrolling but nothing to doSuggest short productive activities + notification blocking
Mindfulness integrationTrend of valuing self-awareness over systemsHighlight mood/energy check-in features

YouTube Keyword Trends

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From keyword to content strategy. Discover patterns in top videos and find your differentiation opportunity.

Keyword: Side Hustle

Top Videos Analysis

RankTitleChannelViewsUpload DateKey Feature
1Are Vending Machines a Good Side Hustle?Caden Boof61M2023-02-04Shorts, experimental format
2Is Washing Windows a Good Side Hustle?Caden Boof55.5M2022-05-05Hands-on, income reveal
3How to Buy a Car To Flip for ProfitChrisFix12.5M2023-03-06Detailed guide, practical tips
4I tried 5 side hustles in 1 yearStevie Sells12.2M2023-05-02Comparison, honest review
5Testing the Cheeto x eBay side hustleWyatt Sippy19.2M2025-06-30Viral, rare item resale

Content Direction

Topics/Angles That Work
  • "Is X a Good Side Hustle?" experimental Shorts (Caden Boof format)
  • Multi-hustle direct comparison (experience-based credibility)
  • Rare/trending item resale content
Content Gaps (Opportunities)
  • Country-specific side hustle experiments
  • Side hustle comparison by initial capital required
  • Long-term profitability tracking (3-month to 1-year follow-ups)

Find Content Ideas from Community Chats

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Analyze FAQs, hot debates, and useful tips from your community to generate content ideas. Never miss what your audience actually wants to know.

Content Insights

#TypeTopicContent Idea
1🔥 Question"Which platform do you use for newsletters?" Recurring tool questionsNewsletter Platforms Compared: Substack vs Beehiiv vs Self-hosted
2🔥 Question"How did you get your first paid subscriber?"Getting Your First 100 Paid Newsletter Subscribers: 5 Proven Strategies
3💬 Discussion"What do you do when you run out of content ideas?"Infinite Content Ideas: Systems from 10 Creators
4💡 Tip"I batch create next week's content every Friday" Workflow sharedBatch Content System: How to Save 70% of Your Time Creating 5 Posts/Week
5💬 Discussion"Short-form vs long-form, what works better in 2024?" Algorithm debateShort-form vs Long-form Content: Platform-Specific Strategy Guide

✍️ Recommended Content Priority

1. Write Now: Newsletter Platform Comparison - High question frequency, can write from personal experience

2. Needs Research: First 100 Paid Subscribers - Needs success story interviews

Turn GitHub Work into Shareable Content

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Analyze your commits and PRs to draft an X thread. Building in Public becomes effortless.

Top 5 Shareable Work

CommitSummaryWhy share?
`2a61cb3`Add inline comments with suggestions to code-review pluginNew feature launch! Share with screenshots for impact
`b8a2ffb`Require committable suggestions to be completeQuality bar raised - explain "why we made this decision"
`9fd556d`Skip summary comment when posting inline commentsUX improvement - tell the user feedback story for empathy
`5fe6120`Allow committable suggestions up to 5 lines (relaxed limit)User request! "This was our most requested feedback"
`d2cb503`Guide users to Claude Code prompt for larger fixesProduct philosophy - "small fixes inline, big changes in tool"

X Thread Draft

1/ New this week in Claude Code: Inline comments + code suggestions in PR reviews 🧵

2/ Before, we only posted a summary. Now you get line-by-line suggestions

3/ But with limits - only small fixes (5 lines or less) as suggestions , bigger changes prompt you to use Claude Code

4/ Why? Inline suggestions are about "apply now" - bigger changes need context understanding

5/ Try it out and let us know! Curious what suggestions helped vs didn't 🙏

Extract Blog Ideas from YouTube Videos

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AI pulls blog material from your videos for you.

Blog Post Draft

How I Launched My Side Project in 3 Months

TL;DR: By dropping perfectionism and focusing on MVP, anyone can launch a product within 3 months. The key is working consistently for 1 hour daily and getting feedback fast.

Key Content

When I started my first side project, my biggest mistake was trying to build a perfect product. I spent 6 months without shipping anything and just experienced burnout.

For my second project, I completely changed my approach. I defined one core feature and ruthlessly cut everything else.

Main Points

  • MVP Definition: Implement only the minimum features that provide value to users
  • Time Management: 1 hour daily, 7 hours weekly adds up to 84 hours in 3 months
  • Feedback Loop: Show to beta users every 2 weeks and collect feedback
  • Tech Stack: Only use technologies you already know (no time wasted learning new tech)

Conclusion

There's no perfect product. Shipping and iterating is the fastest path to growth.

Turn One Long-form into Multiple SNS Posts

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Convert a blog or video into an X thread, Instagram caption, and LinkedIn post. Tone-adjusted for each platform.

X

#Content
1/2025 AI Coding Trends Roundup 🧵
2/Cursor is now the #1 AI coding tool. Claude Code hit $1B ARR in just 6 months
3/"Vibe coding" named Collins Word of the Year. Just convey the feeling to AI, get code
4/Agent coding overtaking autocomplete. Strong at large-scale work like refactoring, migrations
5/But seniors urge caution. Beginners over-relying may struggle with fundamentals
6/2026 prediction: MCP protocol standardization will enable inter-agent collaboration
7/Read the full article → [link] Follow for weekly AI coding trend updates!

Instagram

FieldContent
Caption2025 Developer Must-Know Trends ⚡ In the age of AI coding, how should we prepare? Save this for later 📌
Hashtags#AICoding #Developer #Cursor #ClaudeCode #VibeCoding #TechTrends2025 #Coding

LinkedIn

FieldContent
BodyAI coding tools are transforming dev workflows. Cursor leads the market, and "vibe coding" is becoming the new standard.
CTAHow is your team using AI coding tools? Share your experience below 👇

Get Product Insights from Customer Voices

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Analyze customer inquiries and feedback scattered across channels. Spot urgent issues and recurring questions at a glance.

Urgent Issues

IssueSourcesFreqTempAction
Infinite loading on dashboard after login#support, #bug-reports12🔴Frontend team needs urgent attention. Advising cache clear as temp fix
API response time over 5 seconds#support8🔴"Got worse after 10am" - need to check traffic spike
Paid but Pro features not working#support, Discord5🟡Possible webhook delay. Manual activation then investigate

Top 3 Recurring Questions

QuestionFreqAnswer Status
"How do I invite team members?"15/week✅ available - but feedback says button hard to find
"Where do I get my API key?"12/week⚠️ needs update - recommend adding dev docs link
"What are free plan limits?"10/week✅ available - directing to pricing page

Automatically Log Team Decisions

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Gather decisions scattered across Slack and Notion in one place. Find the answer to "why did we decide that?" instantly.

Key Decisions

DateTopicDecisionBackgroundParticipants
2025-12-28Auth system changeSwitch from JWT to session-basedSecurity audit flagged token theft risk. Introducing Redis session store@Alex @Sarah
2025-12-26Pricing adjustmentPro plan $15→$19 (existing users frozen for 1 year)Infra costs up 40%, still cheaper than competitors avg@Kevin @CEO
2025-12-24Q1 roadmap finalizedMobile app launch → delayed to March, focusing on AI featuresUser survey showed overwhelming AI feature demand. Reallocating resourcesWhole team

Pending

TopicStatusExpected Date
International payment gateway selection🟡 in progress - comparing Stripe vs Paddle2026-01-10
Enterprise SLA definition🔴 blocked - awaiting legal reviewTBD

Automate Your Standup Prep

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Get yesterday's work, today's plan, and blockers auto-summarized from Slack messages and GitHub activity.

Completed

  • Alex: Completed user authentication API refactoring, PR #142 merged
  • Sarah: Dashboard chart component performance optimization (40% faster rendering)
  • Kevin: Fixed payment system error - added duplicate payment prevention logic

Today's Plan

  • Alex: Start OAuth social login implementation (Google, GitHub)
  • Sarah: Mobile responsive layout work, design QA meeting
  • Kevin: Write payment test cases and deploy to staging

Blockers

  • Sarah: Waiting for latest design file version (design team to deliver this morning)
  • Common: Intermittent staging server response delay - requested DevOps team check

Auto-organize Weekly Team Activity

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Team activity piles up daily—AI organizes it for you. Just check when you need it.

Key Achievements

  • v2.3.0 Release Complete: Includes new dashboard UI and performance improvements
  • Monthly Active Users Up 15%: New onboarding flow effectiveness confirmed
  • API Response Time Improved 30%: Caching layer implementation successful
  • Customer Satisfaction Score 4.2 → 4.5: Support team response time reduction contributed

In Progress

  • Mobile App v1.0 Development (75% complete)
    • iOS TestFlight deployment done
    • Android beta testing in progress
  • Payment System Migration (40% complete)
    • New payment gateway integration underway

Next Week Plan

  • Start mobile app QA testing
  • Payment system staging environment test
  • Q1 roadmap review meeting (Wednesday)
  • Launch campaign discussion with marketing team

Issues & Risks

  • [Critical] Third-party API rate limit potential - usage monitoring needs strengthening
  • [Watch] New feature adoption lower than expected - considering onboarding tutorial improvements

Stay on Top of AI Tech Changes

Recommended connections

Can't read OpenAI·Google·Anthropic blogs every day? Get only the essential updates summarized for you.

This Week's AI Tech Highlights


OpenAI

  • [Model] GPT-5.2-Codex Launch (2025-12-18)
    • Key Point: Top-tier coding model with long-horizon reasoning, large-scale code transformations, enhanced cybersecurity
    • Why it matters: Specialized for large code changes like refactors and migrations
    • Action: Test Codex API, review existing workflow automation
  • [Safety] Teen Protection Model Spec Update (2025-12-18)
    • Key Point: U18 Principles for ages 13-17. Based on developmental science with focus on prevention, transparency, early intervention
    • Why it matters: Safety guidelines developed with American Psychological Association - reference for B2C services
    • Action: Review age restriction policies for your service
  • [Safety] ChatGPT Atlas Prompt Injection Hardening (2025-12-22)
    • Key Point: Automated red teaming with reinforcement learning to discover and patch prompt injection attacks
    • Why it matters: Security becomes more critical as AI becomes more agentic
    • Action: Audit your AI systems for prompt injection vulnerabilities

Google AI

  • [Model] Gemini 3 Flash Launch (2025-12-17)
    • Key Point: Frontier-level performance at 1/4 the cost of 3 Pro. Default model in Gemini app and AI Mode
    • Why it matters: Fast speed and low cost make it attractive for production
    • Action: Test Gemini 3 Flash on Vertex AI
  • [Report] 5 Ways AI Agents Will Transform Work in 2026 (2025-12-19)
    • Key Point: Google Cloud releases 2026 AI Agent Trends Report
    • Why it matters: Predicts when agent-based workflows will go mainstream
    • Action: Download report, review your agent adoption roadmap

Anthropic (Claude)

  • [Model] Claude Opus 4.5 Launch (2025-11-24)
    • Key Point: Best in the world for coding, agents, and computer use. Dramatically improved token efficiency
    • Why it matters: Meaningful improvements to everyday tasks like slides and spreadsheets
    • Action: Upgrade Claude API, compare prompt performance
  • [Regulation] California SB53 Transparency Compliance Framework (2025-12-19)
    • Key Point: Anthropic shares compliance framework for California's Frontier AI Transparency Act
    • Why it matters: AI regulation response precedent - reference for other companies
    • Action: Understand SB53 requirements, review your AI service compliance

Analysis & Implications

  • Tech Trend: All 3 companies focusing on agentic AI - coding, agents, workflow automation
  • Safety Focus: OpenAI's prompt injection defense, Anthropic's compliance framework show active safety/regulation response
  • Application Ideas: Cut costs with Gemini 3 Flash while using Claude Opus 4.5 for complex tasks

Get the Key Points Without Watching the Videos

Recommended connections

Short on time? Get key content and actionable items from your subscribed channels' latest videos.

TED Key Insights

VideoKey TakeawaysAction Items
This Revolutionary Moment in Space Exploration - Chris HadfieldReusable spacecraft design is drastically cutting costs. Now possible to buy a space ticket for the price of a luxury car- Monitor space industry investment trends
- Track private space companies like SpaceX, Blue Origin
The Army of Autonomous Robots Restoring Nature - Tom ChiParadox: individuals love nature but collectively we're destroying it. Root cause is a broken mental model that pits economic wins against ecology- Consider ecosystem impact in business decisions
- Research nature restoration tech startups
Can AI Uplift Entrepreneurs That Traditional Banks Reject? - Mercedes BidartIn informal economies, 'trust' works like currency. AI can measure community trust to expand loan accessibility- Study AI-based credit scoring cases
- Explore fintech solutions for underserved markets

Deep Dive Points

  • Cost revolution and accessibility changes in private space industry
  • New paradigm for economic growth and environmental preservation
  • Expanding financial inclusion using AI

Create Your Own Curated Newsletter

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Curate content worth reading with reasons why you recommend them. Your newsletter draft is ready to send to subscribers.

⭐ Today's Picks

1. We Replaced Our Sales Team with 20 AI Agents

Source: Lenny's Newsletter Summary: SaaStr's Jason Lemkin shares his experiment replacing a 10-person SDR/AE team with 20 AI agents. Details the specific workflow using Claude, HubSpot, and Outreach, now managed by just 1.2 people. Why I recommend this: Real experiment results, not theory. GTM leaders can preview how sales organizations will transform in 2026, plus get hints on becoming "hyper-employable" in the AI era.

2. Message Brokers 101: Storage, Replication, and Delivery Guarantees

Source: ByteByteGo Summary: Explains the fundamentals of message brokers in distributed systems. Covers producer-consumer decoupling architecture, buffering during traffic spikes, and their role as sophisticated distributed databases beyond simple pipes. Why I recommend this: Essential knowledge for developers working with microservices architecture. ByteByteGo's signature visual explanations make complex concepts accessible.

3. Cloudflare's Outage Proves Dangers of Global Configuration Changes

Source: Pragmatic Engineer Summary: Analyzes root causes of Cloudflare's major outages occurring two weeks apart. Examines the structural problem of global configs deploying instantly across the entire network, and similar incident patterns at Meta, Google, and others. Why I recommend this: Valuable lessons from large-scale infrastructure failures. A compelling case for why staged deployment systems matter.

Get Only the Posts That Matter from Hacker News

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Skip scrolling the entire frontpage. Get popular posts and comment insights from topics you care about.

Today's HN Curation

Web/Indie

TitlePointsKey Takeaway
POSSE - Publish on your own site, syndicate elsewhere686IndieWeb philosophy of publishing on your own site first, then syndicating. Active discussion on escaping platform lock-in
2026 will be my year of the Linux desktop559Xe Iaso's Linux desktop transition story. 395 comments debating Wayland, gaming, dev environment

AI/ML

TitlePointsKey Takeaway
IQuest-Coder: Open-source code model beats Claude Sonnet 4.5 and GPT 5.184New open-source coding AI emerges. Skepticism and excitement coexist over benchmark results

Programming

TitlePointsKey Takeaway
Daft Punk Easter Egg - BPM secret in Harder, Better, Faster, Stronger506Discovery that song's BPM is set to 123.45678. Music + programming intersection
Clicks Communicator334New smartphone with physical keyboard. 213 comments with BlackBerry nostalgia

Compare the Same News from Both Perspectives

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See how NYT·NPR vs Fox·NY Post cover the same events differently. Includes fact-checking.

Today's Key Issues

Issue 1: Minnesota Child Care Funding Freeze

Liberal ViewConservative View
NYT: Health Dept. Pauses Child Care Funding to Minnesota, Citing State's Fraud ScandalFox News: HHS cuts off Minnesota payments, citing millions funneled to fraudulent daycares
NPR: Trump administration freezing child care funds to MinnesotaFox News: Minnesota fraud scandal prompts DHS to review citizenship cases from 19 countries
Key Contention: Liberals focus on service disruption impact; conservatives emphasize fraud scale and immigrant involvement

Issue 2: Former Sen. Ben Nighthorse Campbell Dies

Liberal ViewConservative View
NYT: First Native American in both House and Senate, Olympic judoka legacyFox News: Democrat-turned-Republican, fiscal conservative who supported balanced budget
NPR: Focus on legislative achievements across 3 House and 2 Senate termsNY Post: Emphasis on party switch and support for labor while maintaining fiscal conservatism
Key Contention: Both sides mourn, but liberals highlight Native American advocacy; conservatives emphasize party switch and fiscal values

Issue 3: Epstein Files - 5.2 Million Pages Under Review

Liberal ViewConservative View
NYT: Justice Dept. reviewing 5.2 million pages, seeking 400 lawyers to assistNY Post: DOJ reviewing more than 5 million pages of Epstein documents
NPR: Larger than initial estimates, timeline uncertainFox News: Trump administration's commitment to swift file release
Key Contention: Scope and timing of document releases, potential political implications

Today's Insight

  • Minnesota funding: Same event framed as 'service disruption' (liberal) vs 'fraud crackdown' (conservative)
  • Campbell obituary reflects value differences in fact selection between outlets
  • Epstein files covered by both sides with different emphasis points

Track an X Influencer's Interests

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See what topics an influencer is interested in lately. No need to scroll through their timeline.

📊 Elon Musk Recent Interests

InterestContentContext
Neuralink"I am confident at this point that restoring full body functionality is possible" - 41K+ likesStrong confidence in restoring body function for spinal injury patients. Clinical trials ongoing
Grok AI"Made with Grok Imagine" - promoting AI image generation. Mentions Grok + Community Notes comboIntegrating xAI's Grok across X platform. Image generation, fact-checking, etc.
Media Criticism"They aren't news organizations, they are legacy media propaganda pushers for the far left" - 319K+ likesContinued criticism of traditional media. Specifically calling out outlets like 60 Minutes

💡 Insights

  • Tech Optimism: Neuralink statements about full body restoration more specific than before. Rising confidence in clinical results
  • Grok Integration Accelerating: Mentioning Community Notes + Grok combo suggests expanding AI role within X platform
  • Political Engagement Continues: Media/political criticism tweets get highest engagement, separate from DOGE activities

Analyze Trending Products on Product Hunt

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Understand why top upvoted products are getting attention. Spot differentiation, timing, and trend patterns.

Today's Notable Products

ProductCategoryKey FeaturesWhy Notable
DaysAroundTravelTrack every country you've visited, privatelyPrivacy-first, minimal design
NoteTabsmacOSNative text editor with horizontal tabs & auto-restoreNative macOS, fast & clean UX
Mom ClockLifestyleSmart alarm clock for moms#1 on Jan 1, 340 upvotes
LaunchOSmacOSLaunchpad alternative for macOS 26 TahoeLiquid glass effect, improved features
FluxProductivityNext-gen productivity toolAI-powered workflow automation

Trend Insights

  • macOS Tools Strong: Native Mac apps like NoteTabs, LaunchOS gaining traction
  • Privacy First: Products like DaysAround emphasizing privacy protection
  • Emotional Targeting: Products like Mom Clock targeting specific audiences ranking high

Get Strategy Hints from Competitor Moves

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Track product updates, pricing changes, and job postings from competitors. Stay ahead of market shifts.

Key Movements This Week

CompanyNewsImplications
PerplexityComet browser free launch + Comet Plus ($5/mo). Snapchat integration coming (2026, $400M deal)Entering AI browser market. Consumer platform expansion accelerating
FeedlyAI Feeds enhanced - define a topic and it scans millions of sources. Industry-specific intelligence skills expanded"Information collection automation" competition intensifying. Domain-specific AI trend
ReadwiseAudio Reviews launched - listen to highlights like a podcast. Themed Reviews for AI-powered note searchDiversifying consumption (reading→listening). Maximizing highlight utilization

Trend Analysis

  • AI Browser Race: Perplexity Comet launch competing with Arc, Opera. Search expanding to browser
  • Audio-first Content: "No time to read? Listen" trend like Readwise Audio Reviews
  • Vertical AI: Domain-specific moves like Feedly's industry AI skills (cybersecurity, biopharma)
  • Major Partnerships: Active AI startup partnerships with big platforms like Perplexity-Snapchat ($400M)

Spot Opportunities in Reddit Communities

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Analyze questions, complaints, and recommendations customers share in subreddits. Real pain points become marketing opportunities.

📊 Subreddit Insights

TypeContentTempNotes
😤 Help"I lose half my day to context switching between tabs, help"🔴Spent 3 hours just switching apps/tabs. Pulled by notifications
❓ App Rec"What's a good app for habit tracking, journaling and to do lists?"🟡All-in-one app needs. Fatigue from using multiple apps
💡 Insight"Productivity is about internal state, not systems"🟢Tried GTD, Notion - self-awareness is key
❓ Question"What do you do instead of scrolling?"🟡Want to reduce screen time but can't find alternatives
😰 Struggle"Is getting out of your head possible at all?"🔴Starting/finishing basic tasks feels like torture. Overthinking

🎯 Marketing Opportunities

OpportunityContextApproach
Context switching solutionRepeated posts about losing focus to tab/app switching"I also wasted 3 hours..." + workspace consolidation tool
All-in-one productivity appStrong need for habit+journal+todo in oneHighlight integration + "From 10 apps to 1" messaging
Screen time alternativesWant to reduce scrolling but nothing to doSuggest short productive activities + notification blocking
Mindfulness integrationTrend of valuing self-awareness over systemsHighlight mood/energy check-in features

YouTube Keyword Trends

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From keyword to content strategy. Discover patterns in top videos and find your differentiation opportunity.

Keyword: Side Hustle

Top Videos Analysis

RankTitleChannelViewsUpload DateKey Feature
1Are Vending Machines a Good Side Hustle?Caden Boof61M2023-02-04Shorts, experimental format
2Is Washing Windows a Good Side Hustle?Caden Boof55.5M2022-05-05Hands-on, income reveal
3How to Buy a Car To Flip for ProfitChrisFix12.5M2023-03-06Detailed guide, practical tips
4I tried 5 side hustles in 1 yearStevie Sells12.2M2023-05-02Comparison, honest review
5Testing the Cheeto x eBay side hustleWyatt Sippy19.2M2025-06-30Viral, rare item resale

Content Direction

Topics/Angles That Work
  • "Is X a Good Side Hustle?" experimental Shorts (Caden Boof format)
  • Multi-hustle direct comparison (experience-based credibility)
  • Rare/trending item resale content
Content Gaps (Opportunities)
  • Country-specific side hustle experiments
  • Side hustle comparison by initial capital required
  • Long-term profitability tracking (3-month to 1-year follow-ups)

Find Content Ideas from Community Chats

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Analyze FAQs, hot debates, and useful tips from your community to generate content ideas. Never miss what your audience actually wants to know.

Content Insights

#TypeTopicContent Idea
1🔥 Question"Which platform do you use for newsletters?" Recurring tool questionsNewsletter Platforms Compared: Substack vs Beehiiv vs Self-hosted
2🔥 Question"How did you get your first paid subscriber?"Getting Your First 100 Paid Newsletter Subscribers: 5 Proven Strategies
3💬 Discussion"What do you do when you run out of content ideas?"Infinite Content Ideas: Systems from 10 Creators
4💡 Tip"I batch create next week's content every Friday" Workflow sharedBatch Content System: How to Save 70% of Your Time Creating 5 Posts/Week
5💬 Discussion"Short-form vs long-form, what works better in 2024?" Algorithm debateShort-form vs Long-form Content: Platform-Specific Strategy Guide

✍️ Recommended Content Priority

1. Write Now: Newsletter Platform Comparison - High question frequency, can write from personal experience

2. Needs Research: First 100 Paid Subscribers - Needs success story interviews

Turn GitHub Work into Shareable Content

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Analyze your commits and PRs to draft an X thread. Building in Public becomes effortless.

Top 5 Shareable Work

CommitSummaryWhy share?
`2a61cb3`Add inline comments with suggestions to code-review pluginNew feature launch! Share with screenshots for impact
`b8a2ffb`Require committable suggestions to be completeQuality bar raised - explain "why we made this decision"
`9fd556d`Skip summary comment when posting inline commentsUX improvement - tell the user feedback story for empathy
`5fe6120`Allow committable suggestions up to 5 lines (relaxed limit)User request! "This was our most requested feedback"
`d2cb503`Guide users to Claude Code prompt for larger fixesProduct philosophy - "small fixes inline, big changes in tool"

X Thread Draft

1/ New this week in Claude Code: Inline comments + code suggestions in PR reviews 🧵

2/ Before, we only posted a summary. Now you get line-by-line suggestions

3/ But with limits - only small fixes (5 lines or less) as suggestions , bigger changes prompt you to use Claude Code

4/ Why? Inline suggestions are about "apply now" - bigger changes need context understanding

5/ Try it out and let us know! Curious what suggestions helped vs didn't 🙏

Extract Blog Ideas from YouTube Videos

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AI pulls blog material from your videos for you.

Blog Post Draft

How I Launched My Side Project in 3 Months

TL;DR: By dropping perfectionism and focusing on MVP, anyone can launch a product within 3 months. The key is working consistently for 1 hour daily and getting feedback fast.

Key Content

When I started my first side project, my biggest mistake was trying to build a perfect product. I spent 6 months without shipping anything and just experienced burnout.

For my second project, I completely changed my approach. I defined one core feature and ruthlessly cut everything else.

Main Points

  • MVP Definition: Implement only the minimum features that provide value to users
  • Time Management: 1 hour daily, 7 hours weekly adds up to 84 hours in 3 months
  • Feedback Loop: Show to beta users every 2 weeks and collect feedback
  • Tech Stack: Only use technologies you already know (no time wasted learning new tech)

Conclusion

There's no perfect product. Shipping and iterating is the fastest path to growth.

Turn One Long-form into Multiple SNS Posts

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Convert a blog or video into an X thread, Instagram caption, and LinkedIn post. Tone-adjusted for each platform.

X

#Content
1/2025 AI Coding Trends Roundup 🧵
2/Cursor is now the #1 AI coding tool. Claude Code hit $1B ARR in just 6 months
3/"Vibe coding" named Collins Word of the Year. Just convey the feeling to AI, get code
4/Agent coding overtaking autocomplete. Strong at large-scale work like refactoring, migrations
5/But seniors urge caution. Beginners over-relying may struggle with fundamentals
6/2026 prediction: MCP protocol standardization will enable inter-agent collaboration
7/Read the full article → [link] Follow for weekly AI coding trend updates!

Instagram

FieldContent
Caption2025 Developer Must-Know Trends ⚡ In the age of AI coding, how should we prepare? Save this for later 📌
Hashtags#AICoding #Developer #Cursor #ClaudeCode #VibeCoding #TechTrends2025 #Coding

LinkedIn

FieldContent
BodyAI coding tools are transforming dev workflows. Cursor leads the market, and "vibe coding" is becoming the new standard.
CTAHow is your team using AI coding tools? Share your experience below 👇

Get Product Insights from Customer Voices

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Analyze customer inquiries and feedback scattered across channels. Spot urgent issues and recurring questions at a glance.

Urgent Issues

IssueSourcesFreqTempAction
Infinite loading on dashboard after login#support, #bug-reports12🔴Frontend team needs urgent attention. Advising cache clear as temp fix
API response time over 5 seconds#support8🔴"Got worse after 10am" - need to check traffic spike
Paid but Pro features not working#support, Discord5🟡Possible webhook delay. Manual activation then investigate

Top 3 Recurring Questions

QuestionFreqAnswer Status
"How do I invite team members?"15/week✅ available - but feedback says button hard to find
"Where do I get my API key?"12/week⚠️ needs update - recommend adding dev docs link
"What are free plan limits?"10/week✅ available - directing to pricing page

Automatically Log Team Decisions

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Gather decisions scattered across Slack and Notion in one place. Find the answer to "why did we decide that?" instantly.

Key Decisions

DateTopicDecisionBackgroundParticipants
2025-12-28Auth system changeSwitch from JWT to session-basedSecurity audit flagged token theft risk. Introducing Redis session store@Alex @Sarah
2025-12-26Pricing adjustmentPro plan $15→$19 (existing users frozen for 1 year)Infra costs up 40%, still cheaper than competitors avg@Kevin @CEO
2025-12-24Q1 roadmap finalizedMobile app launch → delayed to March, focusing on AI featuresUser survey showed overwhelming AI feature demand. Reallocating resourcesWhole team

Pending

TopicStatusExpected Date
International payment gateway selection🟡 in progress - comparing Stripe vs Paddle2026-01-10
Enterprise SLA definition🔴 blocked - awaiting legal reviewTBD

Automate Your Standup Prep

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Get yesterday's work, today's plan, and blockers auto-summarized from Slack messages and GitHub activity.

Completed

  • Alex: Completed user authentication API refactoring, PR #142 merged
  • Sarah: Dashboard chart component performance optimization (40% faster rendering)
  • Kevin: Fixed payment system error - added duplicate payment prevention logic

Today's Plan

  • Alex: Start OAuth social login implementation (Google, GitHub)
  • Sarah: Mobile responsive layout work, design QA meeting
  • Kevin: Write payment test cases and deploy to staging

Blockers

  • Sarah: Waiting for latest design file version (design team to deliver this morning)
  • Common: Intermittent staging server response delay - requested DevOps team check

Auto-organize Weekly Team Activity

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Team activity piles up daily—AI organizes it for you. Just check when you need it.

Key Achievements

  • v2.3.0 Release Complete: Includes new dashboard UI and performance improvements
  • Monthly Active Users Up 15%: New onboarding flow effectiveness confirmed
  • API Response Time Improved 30%: Caching layer implementation successful
  • Customer Satisfaction Score 4.2 → 4.5: Support team response time reduction contributed

In Progress

  • Mobile App v1.0 Development (75% complete)
    • iOS TestFlight deployment done
    • Android beta testing in progress
  • Payment System Migration (40% complete)
    • New payment gateway integration underway

Next Week Plan

  • Start mobile app QA testing
  • Payment system staging environment test
  • Q1 roadmap review meeting (Wednesday)
  • Launch campaign discussion with marketing team

Issues & Risks

  • [Critical] Third-party API rate limit potential - usage monitoring needs strengthening
  • [Watch] New feature adoption lower than expected - considering onboarding tutorial improvements

Stay on Top of AI Tech Changes

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Can't read OpenAI·Google·Anthropic blogs every day? Get only the essential updates summarized for you.

This Week's AI Tech Highlights


OpenAI

  • [Model] GPT-5.2-Codex Launch (2025-12-18)
    • Key Point: Top-tier coding model with long-horizon reasoning, large-scale code transformations, enhanced cybersecurity
    • Why it matters: Specialized for large code changes like refactors and migrations
    • Action: Test Codex API, review existing workflow automation
  • [Safety] Teen Protection Model Spec Update (2025-12-18)
    • Key Point: U18 Principles for ages 13-17. Based on developmental science with focus on prevention, transparency, early intervention
    • Why it matters: Safety guidelines developed with American Psychological Association - reference for B2C services
    • Action: Review age restriction policies for your service
  • [Safety] ChatGPT Atlas Prompt Injection Hardening (2025-12-22)
    • Key Point: Automated red teaming with reinforcement learning to discover and patch prompt injection attacks
    • Why it matters: Security becomes more critical as AI becomes more agentic
    • Action: Audit your AI systems for prompt injection vulnerabilities

Google AI

  • [Model] Gemini 3 Flash Launch (2025-12-17)
    • Key Point: Frontier-level performance at 1/4 the cost of 3 Pro. Default model in Gemini app and AI Mode
    • Why it matters: Fast speed and low cost make it attractive for production
    • Action: Test Gemini 3 Flash on Vertex AI
  • [Report] 5 Ways AI Agents Will Transform Work in 2026 (2025-12-19)
    • Key Point: Google Cloud releases 2026 AI Agent Trends Report
    • Why it matters: Predicts when agent-based workflows will go mainstream
    • Action: Download report, review your agent adoption roadmap

Anthropic (Claude)

  • [Model] Claude Opus 4.5 Launch (2025-11-24)
    • Key Point: Best in the world for coding, agents, and computer use. Dramatically improved token efficiency
    • Why it matters: Meaningful improvements to everyday tasks like slides and spreadsheets
    • Action: Upgrade Claude API, compare prompt performance
  • [Regulation] California SB53 Transparency Compliance Framework (2025-12-19)
    • Key Point: Anthropic shares compliance framework for California's Frontier AI Transparency Act
    • Why it matters: AI regulation response precedent - reference for other companies
    • Action: Understand SB53 requirements, review your AI service compliance

Analysis & Implications

  • Tech Trend: All 3 companies focusing on agentic AI - coding, agents, workflow automation
  • Safety Focus: OpenAI's prompt injection defense, Anthropic's compliance framework show active safety/regulation response
  • Application Ideas: Cut costs with Gemini 3 Flash while using Claude Opus 4.5 for complex tasks

Get the Key Points Without Watching the Videos

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Short on time? Get key content and actionable items from your subscribed channels' latest videos.

TED Key Insights

VideoKey TakeawaysAction Items
This Revolutionary Moment in Space Exploration - Chris HadfieldReusable spacecraft design is drastically cutting costs. Now possible to buy a space ticket for the price of a luxury car- Monitor space industry investment trends
- Track private space companies like SpaceX, Blue Origin
The Army of Autonomous Robots Restoring Nature - Tom ChiParadox: individuals love nature but collectively we're destroying it. Root cause is a broken mental model that pits economic wins against ecology- Consider ecosystem impact in business decisions
- Research nature restoration tech startups
Can AI Uplift Entrepreneurs That Traditional Banks Reject? - Mercedes BidartIn informal economies, 'trust' works like currency. AI can measure community trust to expand loan accessibility- Study AI-based credit scoring cases
- Explore fintech solutions for underserved markets

Deep Dive Points

  • Cost revolution and accessibility changes in private space industry
  • New paradigm for economic growth and environmental preservation
  • Expanding financial inclusion using AI

Create Your Own Curated Newsletter

Recommended connections

Curate content worth reading with reasons why you recommend them. Your newsletter draft is ready to send to subscribers.

⭐ Today's Picks

1. We Replaced Our Sales Team with 20 AI Agents

Source: Lenny's Newsletter Summary: SaaStr's Jason Lemkin shares his experiment replacing a 10-person SDR/AE team with 20 AI agents. Details the specific workflow using Claude, HubSpot, and Outreach, now managed by just 1.2 people. Why I recommend this: Real experiment results, not theory. GTM leaders can preview how sales organizations will transform in 2026, plus get hints on becoming "hyper-employable" in the AI era.

2. Message Brokers 101: Storage, Replication, and Delivery Guarantees

Source: ByteByteGo Summary: Explains the fundamentals of message brokers in distributed systems. Covers producer-consumer decoupling architecture, buffering during traffic spikes, and their role as sophisticated distributed databases beyond simple pipes. Why I recommend this: Essential knowledge for developers working with microservices architecture. ByteByteGo's signature visual explanations make complex concepts accessible.

3. Cloudflare's Outage Proves Dangers of Global Configuration Changes

Source: Pragmatic Engineer Summary: Analyzes root causes of Cloudflare's major outages occurring two weeks apart. Examines the structural problem of global configs deploying instantly across the entire network, and similar incident patterns at Meta, Google, and others. Why I recommend this: Valuable lessons from large-scale infrastructure failures. A compelling case for why staged deployment systems matter.

Get Only the Posts That Matter from Hacker News

Recommended connections

Skip scrolling the entire frontpage. Get popular posts and comment insights from topics you care about.

Today's HN Curation

Web/Indie

TitlePointsKey Takeaway
POSSE - Publish on your own site, syndicate elsewhere686IndieWeb philosophy of publishing on your own site first, then syndicating. Active discussion on escaping platform lock-in
2026 will be my year of the Linux desktop559Xe Iaso's Linux desktop transition story. 395 comments debating Wayland, gaming, dev environment

AI/ML

TitlePointsKey Takeaway
IQuest-Coder: Open-source code model beats Claude Sonnet 4.5 and GPT 5.184New open-source coding AI emerges. Skepticism and excitement coexist over benchmark results

Programming

TitlePointsKey Takeaway
Daft Punk Easter Egg - BPM secret in Harder, Better, Faster, Stronger506Discovery that song's BPM is set to 123.45678. Music + programming intersection
Clicks Communicator334New smartphone with physical keyboard. 213 comments with BlackBerry nostalgia

Compare the Same News from Both Perspectives

Recommended connections

See how NYT·NPR vs Fox·NY Post cover the same events differently. Includes fact-checking.

Today's Key Issues

Issue 1: Minnesota Child Care Funding Freeze

Liberal ViewConservative View
NYT: Health Dept. Pauses Child Care Funding to Minnesota, Citing State's Fraud ScandalFox News: HHS cuts off Minnesota payments, citing millions funneled to fraudulent daycares
NPR: Trump administration freezing child care funds to MinnesotaFox News: Minnesota fraud scandal prompts DHS to review citizenship cases from 19 countries
Key Contention: Liberals focus on service disruption impact; conservatives emphasize fraud scale and immigrant involvement

Issue 2: Former Sen. Ben Nighthorse Campbell Dies

Liberal ViewConservative View
NYT: First Native American in both House and Senate, Olympic judoka legacyFox News: Democrat-turned-Republican, fiscal conservative who supported balanced budget
NPR: Focus on legislative achievements across 3 House and 2 Senate termsNY Post: Emphasis on party switch and support for labor while maintaining fiscal conservatism
Key Contention: Both sides mourn, but liberals highlight Native American advocacy; conservatives emphasize party switch and fiscal values

Issue 3: Epstein Files - 5.2 Million Pages Under Review

Liberal ViewConservative View
NYT: Justice Dept. reviewing 5.2 million pages, seeking 400 lawyers to assistNY Post: DOJ reviewing more than 5 million pages of Epstein documents
NPR: Larger than initial estimates, timeline uncertainFox News: Trump administration's commitment to swift file release
Key Contention: Scope and timing of document releases, potential political implications

Today's Insight

  • Minnesota funding: Same event framed as 'service disruption' (liberal) vs 'fraud crackdown' (conservative)
  • Campbell obituary reflects value differences in fact selection between outlets
  • Epstein files covered by both sides with different emphasis points

Track an X Influencer's Interests

Recommended connections

See what topics an influencer is interested in lately. No need to scroll through their timeline.

📊 Elon Musk Recent Interests

InterestContentContext
Neuralink"I am confident at this point that restoring full body functionality is possible" - 41K+ likesStrong confidence in restoring body function for spinal injury patients. Clinical trials ongoing
Grok AI"Made with Grok Imagine" - promoting AI image generation. Mentions Grok + Community Notes comboIntegrating xAI's Grok across X platform. Image generation, fact-checking, etc.
Media Criticism"They aren't news organizations, they are legacy media propaganda pushers for the far left" - 319K+ likesContinued criticism of traditional media. Specifically calling out outlets like 60 Minutes

💡 Insights

  • Tech Optimism: Neuralink statements about full body restoration more specific than before. Rising confidence in clinical results
  • Grok Integration Accelerating: Mentioning Community Notes + Grok combo suggests expanding AI role within X platform
  • Political Engagement Continues: Media/political criticism tweets get highest engagement, separate from DOGE activities

Analyze Trending Products on Product Hunt

Recommended connections

Understand why top upvoted products are getting attention. Spot differentiation, timing, and trend patterns.

Today's Notable Products

ProductCategoryKey FeaturesWhy Notable
DaysAroundTravelTrack every country you've visited, privatelyPrivacy-first, minimal design
NoteTabsmacOSNative text editor with horizontal tabs & auto-restoreNative macOS, fast & clean UX
Mom ClockLifestyleSmart alarm clock for moms#1 on Jan 1, 340 upvotes
LaunchOSmacOSLaunchpad alternative for macOS 26 TahoeLiquid glass effect, improved features
FluxProductivityNext-gen productivity toolAI-powered workflow automation

Trend Insights

  • macOS Tools Strong: Native Mac apps like NoteTabs, LaunchOS gaining traction
  • Privacy First: Products like DaysAround emphasizing privacy protection
  • Emotional Targeting: Products like Mom Clock targeting specific audiences ranking high

Get Strategy Hints from Competitor Moves

Recommended connections

Track product updates, pricing changes, and job postings from competitors. Stay ahead of market shifts.

Key Movements This Week

CompanyNewsImplications
PerplexityComet browser free launch + Comet Plus ($5/mo). Snapchat integration coming (2026, $400M deal)Entering AI browser market. Consumer platform expansion accelerating
FeedlyAI Feeds enhanced - define a topic and it scans millions of sources. Industry-specific intelligence skills expanded"Information collection automation" competition intensifying. Domain-specific AI trend
ReadwiseAudio Reviews launched - listen to highlights like a podcast. Themed Reviews for AI-powered note searchDiversifying consumption (reading→listening). Maximizing highlight utilization

Trend Analysis

  • AI Browser Race: Perplexity Comet launch competing with Arc, Opera. Search expanding to browser
  • Audio-first Content: "No time to read? Listen" trend like Readwise Audio Reviews
  • Vertical AI: Domain-specific moves like Feedly's industry AI skills (cybersecurity, biopharma)
  • Major Partnerships: Active AI startup partnerships with big platforms like Perplexity-Snapchat ($400M)

Spot Opportunities in Reddit Communities

Recommended connections

Analyze questions, complaints, and recommendations customers share in subreddits. Real pain points become marketing opportunities.

📊 Subreddit Insights

TypeContentTempNotes
😤 Help"I lose half my day to context switching between tabs, help"🔴Spent 3 hours just switching apps/tabs. Pulled by notifications
❓ App Rec"What's a good app for habit tracking, journaling and to do lists?"🟡All-in-one app needs. Fatigue from using multiple apps
💡 Insight"Productivity is about internal state, not systems"🟢Tried GTD, Notion - self-awareness is key
❓ Question"What do you do instead of scrolling?"🟡Want to reduce screen time but can't find alternatives
😰 Struggle"Is getting out of your head possible at all?"🔴Starting/finishing basic tasks feels like torture. Overthinking

🎯 Marketing Opportunities

OpportunityContextApproach
Context switching solutionRepeated posts about losing focus to tab/app switching"I also wasted 3 hours..." + workspace consolidation tool
All-in-one productivity appStrong need for habit+journal+todo in oneHighlight integration + "From 10 apps to 1" messaging
Screen time alternativesWant to reduce scrolling but nothing to doSuggest short productive activities + notification blocking
Mindfulness integrationTrend of valuing self-awareness over systemsHighlight mood/energy check-in features

YouTube Keyword Trends

Recommended connections

From keyword to content strategy. Discover patterns in top videos and find your differentiation opportunity.

Keyword: Side Hustle

Top Videos Analysis

RankTitleChannelViewsUpload DateKey Feature
1Are Vending Machines a Good Side Hustle?Caden Boof61M2023-02-04Shorts, experimental format
2Is Washing Windows a Good Side Hustle?Caden Boof55.5M2022-05-05Hands-on, income reveal
3How to Buy a Car To Flip for ProfitChrisFix12.5M2023-03-06Detailed guide, practical tips
4I tried 5 side hustles in 1 yearStevie Sells12.2M2023-05-02Comparison, honest review
5Testing the Cheeto x eBay side hustleWyatt Sippy19.2M2025-06-30Viral, rare item resale

Content Direction

Topics/Angles That Work
  • "Is X a Good Side Hustle?" experimental Shorts (Caden Boof format)
  • Multi-hustle direct comparison (experience-based credibility)
  • Rare/trending item resale content
Content Gaps (Opportunities)
  • Country-specific side hustle experiments
  • Side hustle comparison by initial capital required
  • Long-term profitability tracking (3-month to 1-year follow-ups)

Find Content Ideas from Community Chats

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Analyze FAQs, hot debates, and useful tips from your community to generate content ideas. Never miss what your audience actually wants to know.

Content Insights

#TypeTopicContent Idea
1🔥 Question"Which platform do you use for newsletters?" Recurring tool questionsNewsletter Platforms Compared: Substack vs Beehiiv vs Self-hosted
2🔥 Question"How did you get your first paid subscriber?"Getting Your First 100 Paid Newsletter Subscribers: 5 Proven Strategies
3💬 Discussion"What do you do when you run out of content ideas?"Infinite Content Ideas: Systems from 10 Creators
4💡 Tip"I batch create next week's content every Friday" Workflow sharedBatch Content System: How to Save 70% of Your Time Creating 5 Posts/Week
5💬 Discussion"Short-form vs long-form, what works better in 2024?" Algorithm debateShort-form vs Long-form Content: Platform-Specific Strategy Guide

✍️ Recommended Content Priority

1. Write Now: Newsletter Platform Comparison - High question frequency, can write from personal experience

2. Needs Research: First 100 Paid Subscribers - Needs success story interviews

Turn GitHub Work into Shareable Content

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Analyze your commits and PRs to draft an X thread. Building in Public becomes effortless.

Top 5 Shareable Work

CommitSummaryWhy share?
`2a61cb3`Add inline comments with suggestions to code-review pluginNew feature launch! Share with screenshots for impact
`b8a2ffb`Require committable suggestions to be completeQuality bar raised - explain "why we made this decision"
`9fd556d`Skip summary comment when posting inline commentsUX improvement - tell the user feedback story for empathy
`5fe6120`Allow committable suggestions up to 5 lines (relaxed limit)User request! "This was our most requested feedback"
`d2cb503`Guide users to Claude Code prompt for larger fixesProduct philosophy - "small fixes inline, big changes in tool"

X Thread Draft

1/ New this week in Claude Code: Inline comments + code suggestions in PR reviews 🧵

2/ Before, we only posted a summary. Now you get line-by-line suggestions

3/ But with limits - only small fixes (5 lines or less) as suggestions , bigger changes prompt you to use Claude Code

4/ Why? Inline suggestions are about "apply now" - bigger changes need context understanding

5/ Try it out and let us know! Curious what suggestions helped vs didn't 🙏

Extract Blog Ideas from YouTube Videos

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AI pulls blog material from your videos for you.

Blog Post Draft

How I Launched My Side Project in 3 Months

TL;DR: By dropping perfectionism and focusing on MVP, anyone can launch a product within 3 months. The key is working consistently for 1 hour daily and getting feedback fast.

Key Content

When I started my first side project, my biggest mistake was trying to build a perfect product. I spent 6 months without shipping anything and just experienced burnout.

For my second project, I completely changed my approach. I defined one core feature and ruthlessly cut everything else.

Main Points

  • MVP Definition: Implement only the minimum features that provide value to users
  • Time Management: 1 hour daily, 7 hours weekly adds up to 84 hours in 3 months
  • Feedback Loop: Show to beta users every 2 weeks and collect feedback
  • Tech Stack: Only use technologies you already know (no time wasted learning new tech)

Conclusion

There's no perfect product. Shipping and iterating is the fastest path to growth.

Turn One Long-form into Multiple SNS Posts

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Convert a blog or video into an X thread, Instagram caption, and LinkedIn post. Tone-adjusted for each platform.

X

#Content
1/2025 AI Coding Trends Roundup 🧵
2/Cursor is now the #1 AI coding tool. Claude Code hit $1B ARR in just 6 months
3/"Vibe coding" named Collins Word of the Year. Just convey the feeling to AI, get code
4/Agent coding overtaking autocomplete. Strong at large-scale work like refactoring, migrations
5/But seniors urge caution. Beginners over-relying may struggle with fundamentals
6/2026 prediction: MCP protocol standardization will enable inter-agent collaboration
7/Read the full article → [link] Follow for weekly AI coding trend updates!

Instagram

FieldContent
Caption2025 Developer Must-Know Trends ⚡ In the age of AI coding, how should we prepare? Save this for later 📌
Hashtags#AICoding #Developer #Cursor #ClaudeCode #VibeCoding #TechTrends2025 #Coding

LinkedIn

FieldContent
BodyAI coding tools are transforming dev workflows. Cursor leads the market, and "vibe coding" is becoming the new standard.
CTAHow is your team using AI coding tools? Share your experience below 👇

Get Product Insights from Customer Voices

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Analyze customer inquiries and feedback scattered across channels. Spot urgent issues and recurring questions at a glance.

Urgent Issues

IssueSourcesFreqTempAction
Infinite loading on dashboard after login#support, #bug-reports12🔴Frontend team needs urgent attention. Advising cache clear as temp fix
API response time over 5 seconds#support8🔴"Got worse after 10am" - need to check traffic spike
Paid but Pro features not working#support, Discord5🟡Possible webhook delay. Manual activation then investigate

Top 3 Recurring Questions

QuestionFreqAnswer Status
"How do I invite team members?"15/week✅ available - but feedback says button hard to find
"Where do I get my API key?"12/week⚠️ needs update - recommend adding dev docs link
"What are free plan limits?"10/week✅ available - directing to pricing page

Automatically Log Team Decisions

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Gather decisions scattered across Slack and Notion in one place. Find the answer to "why did we decide that?" instantly.

Key Decisions

DateTopicDecisionBackgroundParticipants
2025-12-28Auth system changeSwitch from JWT to session-basedSecurity audit flagged token theft risk. Introducing Redis session store@Alex @Sarah
2025-12-26Pricing adjustmentPro plan $15→$19 (existing users frozen for 1 year)Infra costs up 40%, still cheaper than competitors avg@Kevin @CEO
2025-12-24Q1 roadmap finalizedMobile app launch → delayed to March, focusing on AI featuresUser survey showed overwhelming AI feature demand. Reallocating resourcesWhole team

Pending

TopicStatusExpected Date
International payment gateway selection🟡 in progress - comparing Stripe vs Paddle2026-01-10
Enterprise SLA definition🔴 blocked - awaiting legal reviewTBD

Automate Your Standup Prep

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Get yesterday's work, today's plan, and blockers auto-summarized from Slack messages and GitHub activity.

Completed

  • Alex: Completed user authentication API refactoring, PR #142 merged
  • Sarah: Dashboard chart component performance optimization (40% faster rendering)
  • Kevin: Fixed payment system error - added duplicate payment prevention logic

Today's Plan

  • Alex: Start OAuth social login implementation (Google, GitHub)
  • Sarah: Mobile responsive layout work, design QA meeting
  • Kevin: Write payment test cases and deploy to staging

Blockers

  • Sarah: Waiting for latest design file version (design team to deliver this morning)
  • Common: Intermittent staging server response delay - requested DevOps team check

Auto-organize Weekly Team Activity

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Team activity piles up daily—AI organizes it for you. Just check when you need it.

Key Achievements

  • v2.3.0 Release Complete: Includes new dashboard UI and performance improvements
  • Monthly Active Users Up 15%: New onboarding flow effectiveness confirmed
  • API Response Time Improved 30%: Caching layer implementation successful
  • Customer Satisfaction Score 4.2 → 4.5: Support team response time reduction contributed

In Progress

  • Mobile App v1.0 Development (75% complete)
    • iOS TestFlight deployment done
    • Android beta testing in progress
  • Payment System Migration (40% complete)
    • New payment gateway integration underway

Next Week Plan

  • Start mobile app QA testing
  • Payment system staging environment test
  • Q1 roadmap review meeting (Wednesday)
  • Launch campaign discussion with marketing team

Issues & Risks

  • [Critical] Third-party API rate limit potential - usage monitoring needs strengthening
  • [Watch] New feature adoption lower than expected - considering onboarding tutorial improvements

Frequently Asked Questions

Absolutely. Unlike standard chatbots that wait for your input, Daigest is proactive. Once you connect your sources, it monitors content and updates your documents automatically on your schedule. No more staring at a cursor.

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