ai-integration
40 posts
- Why I left the Mac for Omarchy after 25 years
After 25 years with Macs, I moved my daily work to Omarchy. The switch showed me why openness and control matter more to me now.
- The magic in agent interfaces still needs an off switch
Two instincts about talking to agents: make the explicit path reliable, or design the naming away. Which one you want depends on what the skill can do when it fires.
- 294,000 exposed AI tools is the wrong number to worry about
Censys counted 294,000 IPs exposing AI tooling to the public internet. The number that should change your afternoon is CVE-2026-42208, a pre-auth SQL injection in LiteLLM that CISA lists as actively exploited.
- SoN 2.31: Don't be a meat proxy
Forwarding what the chatbot said hands the next person more work than the question did.
- Digging into Banco Santander's AI Tooling
Two years ago, around thirty million Santander customers had their records put up for sale on a hacking forum: names, card numbers, and more. The…
- Anthropic Didn't Block Abuse. They Blocked Competition.
The OpenClaw subscription ban isn't about fair use — it's Anthropic asserting platform control while shipping their own replacement.
- Context Is the New Bottleneck. So Is Judgment.
Tiago Forte says AI shifts the bottleneck from capability to context. He's right — but that only works if you still have opinions worth providing.
- You Feel Faster. Are You?
A randomized controlled study found AI tools made experienced developers 19% slower. They thought they'd been sped up by 20%.
- Claude Code Channels: When Your Agent Gets a Phone Number
Anthropic's new messaging integration isn't about convenience — it's about changing how you think about what an AI agent is.
- MCP Just Changed Hands. Watch What Happens Next.
Anthropic donating MCP to the Linux Foundation is good governance — and a signal that the easy days of fast iteration are probably over.
- Your AI Proxy Layer Just Became a Target
The LiteLLM supply chain attack isn't just a security story — it's an infrastructure story for anyone building with AI tooling.
- MCP Just Crossed the Chasm
This week, MCP went from developer protocol to mainstream integration layer — and most AI newsletters missed it.
- Microsoft's Copilot Now Uses Two Models to Fact-Check One
Microsoft's Wave 3 Copilot routes answers through a second AI model to verify accuracy. That's useful — and a quiet admission about single-model trust.
- Perplexity Pulled a Perk and Hoped Nobody Would Notice
Perplexity Pro quietly removed $5 monthly API credits from its $20 plan. No announcement, no changelog. Practitioners who built on those credits found out the hard way.
- Codex Plugins Are a Confession About Who's Winning
OpenAI launched 20 plugins to push Codex beyond coding. The move tells you everything about where the developer ecosystem actually lives.
- The Government Just Told You to Stop Vibe Coding Without Guardrails
The UK's NCSC warns that AI-generated code is creating security risks faster than teams can catch them. The fix isn't stopping — it's checking.
- Your AI Just Learned to Approve Its Own Actions
Claude Code's new auto mode sits between handholding and chaos. It's the first honest attempt at solving the autonomy problem in developer tools.
- Mozilla Built Stack Overflow for Agents. I Built It by Hand.
Mozilla's cq gives AI coding agents dynamic, evolving context — formalizing what power users already figured out through trial and error.
- Sora Shipped. Nobody Needed It.
OpenAI is shutting down Sora three months after a Disney deal. The AI graveyard keeps filling up with technically impressive things nobody asked for.
- Google's Free AI Comes With a Price
Gemini's Personal Intelligence feature just expanded to all free U.S. users — connecting AI to Gmail, Photos, and Chrome browsing history.
- When Knuth Writes a Paper About You
Donald Knuth published a paper named after Claude after it solved an open graph theory problem. That's a different kind of validation than a benchmark score.
- Anthropic Built MCP, Got Everyone to Use It, Then Gave It Away
MCP just moved from Anthropic's project to shared industry infrastructure — and that changes the risk calculation for anyone building on it.
- We Gave AI Agents Keys to the House. Visa Wants to Give Them a Credit Card.
Visa is testing AI agent payment authorization. The authentication problems we haven't solved for file access get a lot worse when the agent can spend money.
- The Wrench Is Now on Your Phone
Claude Code Channels ships Telegram and Discord integration with MCP access — and what it means when AI meets you where you are.
- SoN Vol 2, Issue 11: The Helpers (Free Edition)
APIs, CLIs and connectors are the real enablers of AI agency Dear Reader, Every impressive AI demo you’ve seen — the ones where it books flights,…
- Anthropic's Off-Peak Promotion Tells You Where AI Pricing Is Headed
Anthropic doubled Claude's usage limits during off-peak hours. They called it a thank-you. It's a demand curve signal.
- Harvard Identified Seven Frictions That Kill AI Rollouts. You Probably Have All Seven.
Researchers from Harvard and Microsoft pinpointed the structural reasons AI pilots don't scale — and none of them are about the technology.
- Meta Is Gutting Itself to Fund AI Bets That Aren't Working Yet
Spending $135B on AI infrastructure while cutting 20% of staff and delaying your flagship model is not a strategy. It's a prayer.
- Anthropic Just Made Long Context a Commodity
1M token context windows at flat pricing. No surcharge. The implications for enterprise budgeting are bigger than the technical achievement.
- Anthropic's $100M Partner Network Is the Enterprise Playbook OpenAI Should Have Run
Certifications, partner funding, and a 5x team expansion. Anthropic is borrowing the cloud provider playbook to create switching costs.
- The EU Just Gave You More Time on AI Compliance. The Requirements Got Harder.
The EU AI Act's high-risk deadlines just slid to 2027. Don't mistake breathing room for simplification.
- Agents Reviewing Agent-Generated Code Is Either Brilliant or a House of Cards
Anthropic launched Claude Code Review — AI agents that check AI-generated pull requests. The numbers are impressive. The implications are worth thinking about.
- Microsoft Spent $13B on OpenAI, Then Built Cowork on Claude
Microsoft's flagship M365 agent feature runs on Anthropic's model. If they're going multi-model, so should you.
- GPT-5.4 Can Click Your Buttons Now. Think About That.
OpenAI's latest model ships with native computer use. The capability is real. The security implications should keep you up at night.
- Claude 3.5 Haiku, 3.7 Sonnet, GPT-4o: The Deprecation Wave Is Here
Three major models entering end-of-life in the same window. If you hardcoded model IDs, migration planning just became urgent.
- Claude in Excel Is the Quiet Revolution
Anthropic isn't building a better chatbot. They're embedding AI where work actually happens.
- SoN 33: The Questions I'm Asking My AI Before the New Year
December 17th, 2025 Dear Reader, Last week I asked Claude a simple question: “What patterns do you see in how I’ve been working this month?” Some…
- SoN 25: Writing With AI Isn't Cheating — It's an Accessibility Tool
October 22nd, 2025 Dear Reader, Part 1 Using AI isn’t cheating. It’s an accessibility tool. Some people have brilliant ideas but struggle with formal…
- From "Pick One AI" to "Pick Three" - What Changed My Mind
August 8th, 2025 Dear Reader, Back in April, I told you the AI tool landscape was a mess and gave you a simple framework: pick one core assistant,…
- One Shortcut Is Worth More Than Ten Assistants
The AI Download #022 May 2nd, 2025 Dear Reader, I used to think building a great AI assistant meant covering everything: Project planning. Writing…