Please confirm you are human
This browser or connection looks automated. Press and continuously hold the control for 3 seconds to enable Google-hosted web results and, when separately allowed, AI-assisted answers.
A successful check enables 100 search requests. Interactive access does not authorize scraping, systematic collection, or reuse of search output.
News
The pull request is twenty, and moving review upstream is the shift I keep quietly rooting for
1+ hour, 5+ min ago (1518+ words) Confession first. My most useful reviews of the last year have all happened in a shared doc, an ADR draft or a twenty-minute call, before anyone wrote a line of the change. The pull requests that followed were mostly paperwork....
Observability should be a `git diff`, not a weekend: instrumenting an AI app with one command using SigNoz
32+ min ago (720+ words) Built for the Agents of SigNoz hackathon — Track 1, AI & Agent Observability. The hackathon brief names it perfectly: AI agents are chaining LLM calls, invoking tools, hitting vector DBs, and making decisions autonomously. But when latency spikes, costs explode, or an…...
The Art of Writing a Good Post-Mortem
31+ min ago (239+ words) A good post-mortem is a piece of technical writing. It should be readable by someone who wasn't there, convey the timeline clearly, and suggest concrete changes. Most are none of these things. They're a wall of Slack screenshots. Here's how…...
Blocking Bots with Amazon CloudFront Functions, Final Part: What to Log and How to Detect Them
35+ min ago (1345+ words) In the previous article, I built an application detects → edge blocks feedback loop. However, I did not cover the most important part: how the application should actually detect malicious behavior. Without that piece, many readers may still be wondering what…...
Evidence First, Answer Second: Building an Observable Industrial AI Agent with SigNoz
46+ min ago (996+ words) Most AI systems are designed to give an answer. That is useful in a chatbot. On a factory floor, it can be dangerous. While building Industrial IoT Anomaly Control, I kept coming back to one question: What should an AI…...
When Your AI Code Reviewers Disagree: Inside the 'AI Debate' That Finds Hidden Bugs
1+ hour, 16+ min ago (183+ words) Discover how a new paradigm of code review automation pits two AI agents against each other in a structured AI debate, using agent consensus to uncover nuanced bugs that single-agent systems miss. See a real example of AI pair review…...
How Claude Code Detects Its Own Weekly Rot and Repairs Itself
1+ hour, 37+ min ago (574+ words) Your Claude Code setup doesn't break in one dramatic moment — it degrades a few bytes at a time, and by the time you notice, you've been paying a context tax for weeks. In a previous post I covered running an…...
AgentATC
2+ hour, 28+ min ago (758+ words) Track 3: AI & Agent Observability — "Agents of SigNoz" Hackathon (WeMakeDevs × SigNoz, July 2026) Every team at a hackathon like this is going to show you an agent that's slow, or an agent that errors. Tasks bounce endlessly between an Executor and a…...
Deployment of Python Bot on Koyeb and Heroku using StayPresent
2+ hour, 2+ min ago (417+ words) Render and Railway tend to dominate the conversation around free Python bot hosting, but Koyeb and Heroku are both still widely used, and both come with their own quirks around ports, process types, and health checks. This guide walks through…...
Creating a Live Status Page for Your Python Bot
2+ hour, 3+ min ago (1119+ words) Building a Live Status Dashboard for Your Python Bot A JSON health check is enough for a hosting platform, but it's not much use to you when you want a quick, human-readable view of whether your bot is actually doing…...