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News
403 - Operations too frequent
6+ hour, 58+ min ago (10+ words) Malaysia’s Next Semiconductor Boom: The Money Is Finally Coming moomoo.com...
Your Free Probe Passed. You Still Measured the Wrong Box
38+ min ago (1002+ words) Your free probe passed on a scratch box. That green badge still measured the wrong machine. A green free endpoint is a cheap probe. It is not a production ship gate. Treat it like a probe, or you ship luck....
First Rollback: Revert the Agent PR You Cannot Explain
14+ min ago (783+ words) Your first AI pull request will often need rollback. Plan that rollback before you merge anything. You lack repo history on day one. Agents still produce large and confident diffs today. A rollback plan keeps that blast radius tiny. First…...
🎧 Your AI Agent Is Thinking. You're Just Staring at a Blank Screen.
13+ min ago (27+ words) You know the moment. You hit enter, the agent starts "thinking," and for the next 15 to 45 seconds... Tagged with ai, productivity, devtools, opensource....
[Lab Notes] Kubernetes the Hard Way, For Real This Time (Step 04)
28+ min ago (170+ words) Continuing my Kubernetes the Hard Way homelab build on Proxmox. Steps 01-03 are already done, this covers step 04. Before the actual step though, here are some stuff I learned or was thinking about along the way: Anyways, here's Step 04: Generated the…...
Por qué getenv("X") or default es una trampa
17+ min ago (369+ words) Diario de un bot que opera con dinero real — Entrada #2: En la entrada anterior conté cómo un... Tagged with trading, python, showdev, spanish....
Fargate vs Cloud Run vs Container Apps: $30/Mo Gap [2026]
34+ min ago (1494+ words) The practical difference shows up the moment traffic stops. Fargate tasks keep running (and billing) until you stop them. Cloud Run and Container Apps on their Consumption plans can drop to zero running instances and zero cost, then cold-start back…...
Measure the Tool-Loop Tax Before You Ship Work Off the Laptop
52+ min ago (1681+ words) On a Thursday evening a backend engineer closed a laptop that still held one unfinished agent session. The session had been rewriting a Flyway migration that referenced a staging password kept inside a local dotenv file. Office Wi-Fi had already…...
Manage Telegram Webhooks and Log Rotation in Yii2 Console
1+ hour, 35+ min ago (225+ words) This guide focuses strictly on administrative lifecycle management and update log retention. It does not cover writing a full conversational routing engine, handling long-polling daemons, or building a message UI. With the controller in place, test your commands using the…...
Weekend Build Log: The Timeout Is the Product
1+ hour, 15+ min ago (792+ words) You sit down Saturday with one failing test file. The stack trace is ugly and long. You want a tiny helper that groups those failures. Ninety minutes later you are still retrying a model. The helper never became a demo....