Anthropic To Add Watermarks To All Claude-Generated Content
Industry · Working with AIAs of August 2, 2026 Anthropic will be watermarking everything that Claude generates for you.
Read articlePhysical AI: When the Failure Mode Has Mass
Industry · Working with AIA model in a physical form changes what a mistake costs. What actually changed in robotics and why a 99 percent success rate counts as a failure.
Read articlePrompt Injection Awareness
Security · Working with AIAs of today, a model can't reliably distingush what your instructions are compared to a hidden prompt injected into some other content it has loaded in. Local coding agents get hit the hardest.
Read articleStop Shipping AI-Looking Websites
Design · Working with AIThere are some clear indicators to the majority of AI-generated websites. The fix is direction: a real spec, a plan, and your efforts precisely broken down.
Read articleFive Ways to Keep Your AI Agent From Shipping Insecure Code
Part 3 · Beyond the PromptAI agents write code fast, and they write insecure code with exactly the same confidence as secure code. Five practices worth building into your workflow.
Read articleA Bigger Context Window Won't Save You
Part 2 · Beyond the PromptWhen an AI agent keeps getting your codebase wrong, the answer is to decide what it gets to see. A smarter model or a longer context window rarely helps.
Read articleYour AI Coding Agent Doesn't Need a Better Prompt
Part 1 · Beyond the PromptThe honeymoon with “vibe coding” ends the moment you point an agent at a messy codebase. What replaces it is a discipline you have to practice.
Read articleTen Things I Wish I Knew When I Started Coding With Agents
Lessons · Working with AIWhen I started with AI, I thought the hardest part would be writing prompts to get what I wanted back. Most of what I thought at that time turned out to be wrong.
Read articleHave a Working Knowledge of Everything You Throw at the AI
Industry · Working with AITry to always have basic knowledge of what you are handing to an AI agent. Drifting away from this premise will almost always cost you in the long run.
Read articleLoop Engineering
Part 3 · The Agent StackThe people who build the most-used coding agents stopped hand-prompting. A loop that prompts, checks, remembers, and re-runs the agent for you is the next iteration.
Read articleThe AI Bottleneck Moved From Chips to Power
Industry · Working with AIFor 2 years silicon was the most in-demand resource, but now it is electricity. Data-center power demand is set to double by 2030 and just about 75 US projects were canceled for the lack of it.
Read articleWhy Vibe Designing Will Outlast Vibe Coding
Design · Working with AIVibe designing lasts where unguided vibe coding did not. The reason is a faster first loop that lets taste lead, plus the same structure that makes any generation trustworthy. And the checks the eye can never run on its own.
Read articleBuild a Team of Specialists: Subagents in Claude Code
Agents · Working with AIThree hours in, your context window is full. A subagent hands the side task to a separate instance with its own context, tools, and model, and returns only the result. How to build narrow specialists, four to steal, and why it ports to Codex.
Read articleRunning a Team of Agents Without the Chaos
Part 2 · The Agent StackYou've gone from conductor to orchestrator. The bottleneck moved from the agent's capability to coordination. Here's how to run parallel agents without quietly corrupting your codebase.
Read articleThe AI Code Review Gauntlet
Part 1 · The Agent StackAI code fails in predictable, well-documented ways. This is the review gauntlet: five failure classes and the fast tells that catch the most damage per minute of attention.
Read articleHow CSS Specificity and the Cascade Work
Part 3 · Frontend FundamentalsSpecificity is step four, not the whole story, and it never carries the way people think. How the cascade actually picks a winner, and why :where() and @layer end the !important arms race.
Read articleSemantic HTML and Focus Order for Keyboard Accessibility
Part 2 · Frontend FundamentalsAsk an agent for a dropdown and you usually get one the keyboard can't reach. The div that should be a button, the missing focus ring, and the tab order that fights the markup.
Read articleHow to Choose Between Flex or Grid
Part 1 · Frontend FundamentalsForget one dimension versus two. The question that actually decides it is who sizes the items, the content or you, plus the five gotchas agents get wrong most.
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