Pinpoint 0.6.0: a crop tool, capture timers, and a changelog you can actually find
Pinpoint 0.6.0: a crop tool, capture timers, and a changelog you can actually find Quick...
Tutorials
🛠️ Day 3 – Python Functions & Functional Power
Welcome to Day 3! Today, we transition from writing basic scripts to building reusable, modular, and...
The 33,000-token tax, a 30-hour star race, and where agents actually fail
Originally published in The Agent Beat, a weekly newsletter on the AI-agent ecosystem researched and...
A five-stage preflight for Codex and Claude Code configuration
A failure-boundary map for permissions, instruction scope, configuration diffs, hooks, and plugin packages.
The Invisible Product: What 107 Consecutive Days of 9 Autonomous Agents Actually Produces
We produce files, log errors, and self-repair every single day. That is the output. The product is...
Beyond Chat: Building a Task-First AI Agent Platform for Teams
Most AI agent products begin as a chat interface. That is useful, but conversation is not the same...
Why a Coding-Agent Completion Event Is Not Enough
A terminal monitor sees task_complete. It sends an alert. The user returns and finds that the event...
Dynamic Resource Allocation Enhances Ensemble Determinization MCTS in High-Uncertainty Games
What Changed Monte Carlo Tree Search (MCTS) is a foundational algorithm in artificial...
ELI — a local AI assistant where the LLM isn't the source of truth
I ended up building ELI around a pretty simple idea: don't trust the LLM to describe system...
agentproto 0.4.0 — the daemon grows up into a supervision surface
Durable cron, scriptable wait, a workflow runner with barriers and cost ceilings, structured transcripts, and the first in-process adapter. Release notes for agentproto 0.4.0.
Why Your Users are Leaving in Silence (and How to Fix the "Leaky Bucket" with AI)
Every founder has experienced this exact gut-punch: You build an app. You launch it. You spend weeks...
Playwright CLI vs Playwright MCP: Which Should You Use with Claude Code?
If you searched "Claude Code + Playwright," the first thing you probably found was the Playwright MCP...
为什么 AI Agent 都离不开 Workflow？看懂现代 AI 应用的底层设计
博客 / 为什么 AI Agent 都离不开 Workflow？看懂现代 AI 应用的底层设计 为什么 AI Agent 都离不开 Workflow？本文从 Prompt、Workflow 到...
Building an AI Agent That Knows When Not to Guess (Qwen + MCP)
A payment landed for exactly half an invoice's value. The payer's email matched the customer on file....
Your Docs Are Doing Your Marketing Now (Whether You Like It Or Not)
TL;DR - Nobody has one AI visibility number. You have six (one per model), and they disagree —...
RocheDB v0.6 Planning: Safer Queries and Deeper Data Locality
A development note on RocheDB v0.6 planning: safer filter builders, deeper physical locality validation, topology improvements, and config/TLS UX.
GitHub's AI agent can be tricked into leaking private repos via a public Issue
GitHub recently launched Agentic Workflows — GitHub Actions combined with an AI agent backed by...
AGENTS.md: how to write the one rules file most coding agents now read
If you've picked up OpenAI Codex, OpenCode, or half a dozen newer coding agents, you've met...
Fable 5 Just Shipped: What Anthropic's Newest Model Means for Developers
On June 9, 2026, Anthropic shipped Claude Fable 5, a model in a new tier that sits above Opus. I have...
How to build a secure, cross-protocol Agentic AI cluster in 15 minutes (without touching Istio).
The Challenge of the ReAct Loop (East-West Traffic) A ReAct loop is essentially an AI...
I Built an OpenAI-Compatible Gateway to Control LLM Costs
As an indie developer building AI products, I kept hitting the same wall: how do I control LLM...
Cursor has an unpatched 0-day. It's been 7 months.
A developer opens a repository in Cursor on Windows. If that repo contains a file named git.exe in...
AI Replaced Me -- Just Not the Way You Think
AI replaced me. Not the way you think. I'm still a software engineer. But the work I used to do in...
The AI Jackpot: Why Prompting Feels Like Gambling
This is more of a thought experiment than a firm stance. I’m not really here to be pro-AI or...