Posts tagged: ai
Inside the Architecture: Plugins, Action Guards, and Pipelines
A deep technical walkthrough of how this platform's plugin system, action guard pipeline, and block-level translation engine actually work, with real code from the codebase.
March 8, 2026Documentation Platforms Built for Another Era
Confluence and Notion were built for a pre-AI model of documentation. They can evolve, but established platforms carry structural baggage. Newer systems can design for AI from day one.
March 12, 2026Teach Your AI to Ignore Stale Documentation
Your AI assistant treats a document reviewed last week the same as one nobody has touched in two years. Content governance fixes that.
March 16, 2026Content Freshness, Part 1: The Metric Your Team Isn't Tracking
Your documentation might be technically correct today. But in six months, who checks? Freshness is about to become the most important signal in your knowledge base.
April 2, 2026Builders, Not Developers: How Claude Changed Who Your Docs Are For
The person integrating your API no longer reads your docs. They sit in Claude and describe what they want. Developer relations, API documentation, and the whole getting-started funnel need to be rethought for this new reality.
April 3, 2026The State of Docs in 2026: Five Trends That Will Define the Next Era
AI readership is up 500%. Notion shipped 21,000 agents. Confluence got Rovo. GitBook published the State of Docs. Five trends from across the industry that tell us where documentation is heading.
April 4, 2026Stop Firing People Because AI Exists
One person with AI can do the work of ten. But did anyone stop to ask what happens to that one person? Or what happens if you keep the ten?
April 5, 2026Three Weeks, One App: What AI Can Build For You and What It Absolutely Cannot
I built a full SaaS product, marketing site, developer docs, and blog in three weeks with Claude. Here's the honest breakdown of where AI shines and where you're completely on your own.
April 7, 2026Build vs Buy Reimagined: What It Actually Means in 2026
The cost of building just collapsed. So what does that mean for every SaaS company betting their business on 'you don't have to build it yourself'?
April 10, 2026The AI Divide Is Splitting Your Team in Half
Half your team is building the future with AI. The other half thinks it's a fad. The gap between them is becoming the biggest competitive risk most companies don't see.
April 13, 2026Tokens Burned Is the New Lines of Code
Measuring AI adoption by token spend is the same mistake we made with lines of code in the 90s. Same flaw, new dashboard, much higher stakes.
April 18, 2026Claude Design and the One-Person Creative Agency
Anthropic just shipped design, prototyping, and presentation tools inside Claude. Combined with Code and Cowork, one person now has a full creative agency on their laptop.
April 27, 2026Let Your LLM Think in English
Reliable RAG and tool calling usually need one stable working language. Keep English inside the model loop, then localize for users at the edges.
April 30, 2026AI Answers and the Trust Problem in Developer Communities
Stack Overflow banned AI answers, then partnered with OpenAI, then watched its question volume keep falling. The unresolved tension underneath that mess is the real story for anyone running a developer community right now.
May 1, 2026Do you blindly follow AI or have your own opinion?
When AI can generate the safe, polished opinion in seconds, the real edge is not speed. It is having a point of view that was yours to begin with.
May 3, 2026When Your Users Code With AI, What Does DevRel Actually Teach?
Tutorials are the thing AI writes best. So if Copilot already produces the boilerplate, what is left for developer relations to actually teach? I think the answer changes the job entirely.
May 4, 2026Engineering Was Always Product-Led. AI Just Made It Impossible to Hide.
The engineer who only wrote tickets and never cared about the product was already on borrowed time. AI didn't create that problem. It just turned the lights on.
May 6, 2026Claude In Orbit: The Anthropic-SpaceX Deal And The Environment Question
Anthropic just signed for SpaceX's Colossus 1 and floated multi-gigawatt orbital data centers. Funny on the surface. Less funny when you look at where AI infrastructure is actually heading.
May 8, 2026Getting Laid Off from DeepL and What That Means Now
Getting laid off in 2026 is not a clean verdict on your talent or your work. It is often a collision between restructuring, AI leverage, capital pressure, and a market rewriting its rules in real time.
May 20, 2026Four Months of AI Chaos, Then a Hotel in Rhodes
Four months of AI noise, a layoff, and the entire tech industry rewriting its rules. Then I walked into a hotel in Rhodes and absolutely nothing was different.
June 2, 2026The Companies AI Can't See
Smoower scans more than a thousand orgs a day, and the clearest pattern is not who's winning DevRel. It's how many companies are functionally invisible to AI agents. No real README, no llms.txt, nothing an agent can use to understand what they do. Here's why that's the next visibility crisis, and what we're doing about it.