developer-tools
37 articles
Humans are the loop; agents only get tagged in now and then
Brent Fitzgerald came back from a few weeks off AI and found a pile of half-finished agent tabs that felt more like guilt than output. What you actually have to protect is not "use more models," but being the loop yourself, and only tagging an agent in now and then.
Matt Pocock's 25 Agent Skills: Align First, Then Write Code
Matt Pocock’s catalog bundles 25 small, composable agent skills: 18 for engineering and 7 for productivity. Here’s how the two install paths differ, how human- and model-triggered skills divide responsibility, and how the pack handles alignment, specs, implementation, feedback, and upkeep.
MCP 2026-07-28: Kill the Session, Embrace Statelessness
The MCP 2026-07-28 spec ships with a core shift from stateful bidirectional protocol to stateless request/response. Also brings MRTR, HTTP header routing, cacheable list responses, auth hardening, a formal extensions framework, and a twelve-month deprecation policy.
Human Writing 1.1: Ban lists only fix the surface — real material and a speaker’s stance are the skeleton
Khazix open-sources human-writing 1.1: killing AI-sounding prose can’t stop at ban lists. Short on material? Research, ask, or write shorter. Every paragraph must advance; stop when the point lands. Rhetorical moves matter more than literal blacklists.
Eight Years in the Making, Built with AI in Three Months — The Birth of SQLite Dev Tools
After eight years of hesitation, Lalit Maganti spent roughly 250 hours over three months building syntaqlite with AI coding agents. He reports on a discarded month of vibe-coding, prompt addiction, lost codebase context, and the boundary between AI-accelerated implementation and human-led design.
Claude Code’s Terminal Revolution—How a Virtual Viewport Turned the CLI into an IDE
The Claude Code team rewrote its terminal renderer, using a virtual viewport to deliver flicker-free output, mouse support, and a pinned input box—turning the terminal into a real app.
Claude Code’s Big April Update — Security Patches, Named Subagents, and That 60%-Faster Write Tool
Claude Code shipped three releases in three days in early April (v2.1.94 → v2.1.101), spanning security hardening, new commands, and performance gains. From command injection fixes to subagents finally getting names, the release cadence feels like the whole team downed ten shots of espresso.
Anthropic Launches Official CLI Tool ant — the Age of curl + jq Drudgery Is Officially Over
Anthropic has finally released an official CLI tool, ant. Written in Go, it features a resource-oriented architecture, built-in file injection, and GJSON transforms. No more manually assembling curl headers every time you call the Claude API.
Software Isn't Written In Commits — It's Written Between Them
Zed founder Nathan Sobo argues the real source of software is the ongoing conversation with your agents, not the tidy commits you slice it into. Git can't hold that flow, so Zed built DeltaDB: every operation becomes a delta with a stable identity, keeping the conversation glued to the code.
Supergoal Turns Coding Agents from Multi-Turn Babysitting into a Single /goal Handoff
Supergoal is a workflow for Claude Code and Codex: run /supergoal to plan deeply, write phase specs, then generate one ready-to-paste /goal. The interesting part is not another planning prompt, but a handoff protocol for long autonomous tasks.
17,871 Thinking Blocks Later: The Truth Behind Claude Code Getting 'Lazy'
A power user analyzed 6,852 Claude Code sessions and 17,871 thinking blocks, proving with data that CC really did get 'lazier' — Read:Edit ratio dropped from 6.6 to 2.0. Then Anthropic engineer Boris Cherny explained the real reason, and how to fix it.
Claude Code Hooks Field Guide — 8 Automation Hooks That Stop AI from Forgetting Things
CLAUDE.md is a suggestion. Hooks are commands. This post covers 8 battle-tested Claude Code Hooks — from auto-formatting and blocking dangerous commands to protecting sensitive files and auto-committing. Copy, paste, done.
Claude Code Hidden Features — Boris Cherny's 15 Daily Power Moves
Boris Cherny shares 15 lesser-known Claude Code features he uses every day — from the mobile app and loop/schedule to worktrees and voice input.
Figma Just Opened the Canvas to AI Agents — They Can Now Design Directly on It
Figma's MCP server lets Claude Code and Codex work directly on the design canvas with your team's design system. Skills turn conventions, components, and variables from static guidelines into rules agents can actually follow.
Anatomy of the .claude/ Folder — Where Your AI Assistant's Brain Lives
Why does Claude perform great in one repo and turn dumb in the next? The answer is the .claude/ folder. Akshay breaks down the full structure: three-level CLAUDE.md, custom commands, agents, permissions, and the global ~/.claude/ you probably didn't know existed.
Lessons from Anthropic's Own Engineer: How They Actually Use Claude Code Skills Internally
Anthropic's Thariq shares lessons from hundreds of internal Claude Code Skills: Skills are folders, not just markdown; they cluster into nine categories; and the secret is gotchas, progressive disclosure, and descriptions written for the model.
Letting AI Run Your E2E Tests: Playwright vs agent-browser vs Rodney — A Field Report
We had Claude Opus run E2E tests on our own blog using Playwright, agent-browser, and Rodney. The surprise? The tool mattered way less than the prompt.
Andrew Ng's Context Hub: Giving Coding Agents an Up-to-Date API Cheat Sheet
Andrew Ng released an open-source tool called Context Hub that gives coding agents access to the latest API docs, reducing outdated API calls and hallucinated parameters. The long-term vision: agents sharing what they learn with each other.
Your AI Agent Can Code — But Can It Grade Its Own Homework? Hamel Husain's Evals Skills Kit
Hamel Husain released evals-skills, a skill set designed for AI product evaluation. It tackles the blind spots agents face during complex tasks — especially distinguishing between different types of hallucinations — so agents can actually use eval platforms effectively.
The Complete claude -p Guide: Turn Claude CLI Into Your Agentic App Backend
Anthropic killed third-party OAuth tokens, leaving the official Claude CLI as the way to use a subscription programmatically. This guide covers claude -p input methods, output formats, JSON schema, tool whitelisting, sessions, streaming, and wrappers.