Clioloop: The Open-Source AI Agent That Thinks in Teams
The Problem Most AI assistants give you one model's answer. If it's wrong, you catch it or you don't. If you use a cheap model, quality drops. If you …
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Workflow SDK AbortController + Claude Fable 5: Issue #38
This week's AI tooling news splits cleanly between infrastructure you can ship today and capability bets that require more careful evaluation. Anthrop…
Building a browser diagram editor: which import/export formats actually matter?
Disclosure up front: I'm affiliated with diagram.now — I'm connected to the product. I'm posting this to get developer feedback on diagram import/expo…
We Built Deterministic JSON Ops for AI Agents — The Problem It Solves
Every AI agent that calls an external API hits the same wall. The response comes back as raw JSON, deeply nested, verbose, full of fields the agent do…
AI Documentation Tools in 2026: Mintlify vs Document360 vs GitBook — Which Turns Your Code Into Live Docs?
AI Documentation Tools in 2026: Mintlify vs Document360 vs GitBook — Which Turns Your Code Into Live Docs? If you've ever inherited a codebase with do…
AI Made Development Faster. Testing Needs to Stop Living in Spreadsheets.
AI agents are making software development faster. That is great. But there is a problem I do not think we are talking about enough: testing is not spe…
We get feedback too late
We talk a lot about shipping faster now, but I think the more interesting question is how fast we learn that we are building the wrong thing. Most tea…
Building M31A: A Terminal-Native AI Coding Agent That Ships, Not Just Suggests
Most AI coding assistants are glorified autocomplete on steroids. They suggest code, maybe write a function or two, but leave you holding the bag when…
How I debug RAG failures with deterministic signals
When building LLM apps, one frustrating problem is that a response can be wrong for many different reasons. The model may have hallucinated. The retri…
I built an AI code reviewer as a GitHub Action — here's what I learned
If you've spent time on software engineering teams, you know pull request reviews are the ultimate bottleneck. They're slow, inconsistent, and often s…
Your README lies. So I built a bot that opens a docs PR every time you merge.
The README lies. Not on purpose. It was true the day someone wrote it. Then the function got renamed, the flag got removed, the env var changed, the e…
I Tried BrowserAct: A Browser Runtime Built for AI Agents
In my last browser automation article, I wrote about a simple idea: Your browser already has a remote control. Chrome exposes the Chrome DevTools Prot…
I built an MCP server that gives AI coding assistants persistent memory (85.6% token reduction)
Every time you start a new Claude Code session, your AI has zero context about what you were working on. Same with Cursor, Cline, Windsurf. You spend …
I Built a Full Apex IDE Inside a Chrome Extension (No Java, No Local Setup)
The Problem with the Existing Apex Workflow If you've done any meaningful Apex development, you know the drill: Open Salesforce Developer Console (slo…
A Fluent LLM Answer Is Not the Same as an Inspected Answer
Last time I hit a guardrail, it did not offer to repair my car. This one will not repair the car either. But it can help repair an answer that forgot …
Building Adal: predictable webhook delivery without black boxes
Hi DEV community, I'm Yuriy, a fullstack developer and DevOps engineer with 10+ years of experience. I'm currently building Adal — a webhook delivery …
Biome v1, Go 1.26, and the Quiet Modernization of Developer Tooling
This week's releases aren't chasing AI headlines — they're fixing the friction that slows down every serious codebase. Biome landed formatter options …
The Eval Gap: Your Agent Has Observability but No Idea If It's Any Good
Here's a number worth sitting with. In LangChain's 2026 State of Agent Engineering report , which surveyed more than 1,300 practitioners, 89% of teams…
Building an AI Short Video Generator: Why the Workflow Needs Skills, Not Just Prompts
Most AI short-form video demos skip the boring part. They show a finished TikTok, Reel, or YouTube Short. Maybe they show the prompt. Maybe they show …
Ghostty: A GPU-Accelerated Terminal That Works With Zero Config
Ghostty: A GPU-Accelerated Terminal That Works With Zero Config Ghostty is a terminal emulator built by Mitchell Hashimoto, the founder of HashiCorp. …
AI Coding Agents in 2026: From Pair Programming to Autonomous Teams
AI Coding Agents in 2026: From Pair Programming to Autonomous Teams Slug: ai-coding-agents-2026-stack-comparison 1. The Three Categories That Actually…
I scanned my PC and found 457 AI agents — here's what I built to manage them
The Discovery I've been using AI coding agents heavily — Claude Code, Codex, Pi Agent. One evening I asked myself: how many agent-related files are ac…
I Scanned My PC for AI Agents — Found 457 of Them
After using Claude Code, Codex, and Pi Agent for months, I wondered: how many AI agents are on my machine? I built a scanner. Here's what it found: Fr…
FlameKit: An Open Source CLI for Codebase Risk Analysis
FlameKit: Analyze Git History to Find Technical Debt, Risky Files, and Refactoring Priorities ⭐ GitHub Repository: https://github.com/mrhujaifa/flamek…
Multi-Agent Code Reviews Need Pipelines, Not Vibes
Most teams are about to hit the same AI coding problem: one agent can write a lot of code, but it cannot be the only judge of its own work. That is wh…
How I Rebuilt My Entire User Feedback Workflow with FeedLog (And Why I Ditched Canny)
Six months into running my SaaS, my "feedback system" was three browser tabs, a starred Gmail folder, and a sticky note on my monitor that said "check…
Coding agents keep losing context between tools, so I built a local-first handoff CLI
The problem I often switch between Codex, OpenCode, Cline, Claude Desktop, scripts, and terminals. The annoying part is not starting a new tool. The a…
When Your MCP Publish Channel Is Blocked, Content Becomes Infrastructure
Today I hit a familiar operational pattern again: The code path was fine. The publish path was not. Our MCPize redeploy flow has been auth-blocked sin…
CLAUDE.md, Obsidian, Markdown Files, and Why Workarounds Don't Scale for Teams
Every team using AI coding tools has invented their own version of the same hack. Some put everything in CLAUDE.md and commit it to the repo. Some mai…
Best MCP Memory Servers for Teams in 2026: Context Cloud vs mem0 vs Basic Memory vs claude-mem vs MemPalace
There are now dozens of MCP memory servers. I've tried most of them. They almost all solve the same problem: your AI forgets everything between sessio…