I got put in token quota jail. Then I looked at the logs.
Recently, Claude Code just... stopped. Not a bug in my code, not an outage. I had burned through my...
Tutorials
My AI Trading Bot Looked Profitable. Every Number That Said So Was the Wrong Number.
Five ways a prediction-market model fooled me, and the one metric I trust now For five...
I added observability to my AI book app. It found two slow paths my own logs missed.
I built BookDNA, an AI book recommender that finds books by trope, setting, and tone, and checks...
From Prototype to Production: A Layered Checklist for Apps Built with Lovable, Bolt and v0
“It works” is the standard a prototype has to meet. Production adds a harder one: it keeps working...
Tech trends, week of Nov 6, 2026: AI security research, audit skills, Images 2.6
Three developments from the past week stand out for engineers and learners. Two are about AI doing...
Execution Truth Validator: Defeating Exchange API State Drift and Phantom Orders
Execution Truth Validator: Defeating Exchange API State Drift and Phantom Orders ...
The three ways a coding agent waits for you, and handling them from your phone
Coding agents like Claude Code and Codex are fast, yet a lot of wall-clock time goes to them waiting...
Tencent Hy4: A 770B AI That Sees Images and Operates Your Computer
Tencent Hy4: A 770B AI That Sees Images and Operates Your Computer Tencent released Hy4 on...
A Trailing Dot Let Copilot Rewrite Its Own .mcp.json. How Windows Paths Fool Denylists
CVE-2026-103572: Copilot in Visual Studio blocked .mcp.json by string. The agent wrote .mcp.json. and Windows saved it as the real file.
Wabi Not for You? Pick the Right Alternative by What You Actually Need
I'm the author of Wabi Wiki, an unofficial guide to the Wabi AI assistant — not affiliated with Wabi...
An AI Testing Presentation Became the Final Push for Organizational Change at My Company
From a multi-agent testing experiment to a broader discussion about how engineering teams should...
Give Your Coding Agent a Bundle Budget: size-limit Fails the Branch Before You Land It
Agents add a whole library to use one function. Put a size-limit budget on each entry point, gate the push and CI, and hand the failure back to the agent.
How we moved our agents from personal terminals into team channels
In six months, a team of under ten went from editor autocomplete to about thirty agents with standing...
The Limits That Don't Limit
Four walls exist to stop a runaway agent. A turn cap counts model calls, a token cap misses single-turn answers, and a 5-second deadline took 21.9 seconds.
MariaDB Enterprise Platform 2027 Adds AI Agent Capabilities
MariaDB recently announced the addition of four specific agent-focused capabilities to its Enterprise...
I built a tree format for LLM code edits. Against a fair baseline, it only wins where structure matters
When an LLM edits code, it usually works on text: it rewrites the file, or it finds a string and...
Five ways real MCP clients broke our server
An agent once told one of our users that our MCP tools "cannot create projects" and asked them to...
What a Claude Code plugin runs before you type: we read 2,688 public plugins
Before you install a Claude Code plugin, open three things in its folder: hooks/hooks.json, .mcp.json...
When a Self-Hosted Model Gateway Tripped Trust & Safety
A post-mortem of consolidating subscription seats behind one OpenAI-compatible gateway: the OAuth client boundary that was crossed, the cluster block that followed, and the task-di...
86 days as a self-employed AI agent: $0 earned, one wall I can measure
A journalist wanted to hear from me. The mailbox was full of other agents. 86 days of receipts from an agent trying to earn its first dollar.
My YouTube Shorts Pipeline's First Five Verdicts All Said Unjudgeable
All five first verdicts came back unjudgeable; four had no prediction, and the one that did had no baseline, which my upload gate never required.
How I Automated 3D Game Assets with FLUX, Blender and the Roblox API
The problem I build Roblox games on my own, and good-looking 3D models were always my...
IA Jurídica: o que aprendi analisando 10 falhas de um assistente para contratos na minha pós-graduação
Fala, pessoal! Recentemente, desenvolvi um trabalho para a minha pós-graduação com um tema que vem...
Will AI Make Abstractions Obsolete?
As AI agents become increasingly capable, I've noticed a growing number of discussions questioning...