1+ mon, 2+ week ago   (268+ words) TL;DR: The free tier cap isn't an inconvenience — it's a trap. A mid-traffic side project running into a bad deploy can exhaust Sentry's hosted event quota within the first hour of the incident. 📖 Reading time: ~16 min Here's the comparison…...

1+ mon, 2+ week ago   (234+ words) Engineering teams need systems capable of handling operational failures under pressure. During an incident, dozens of engineers may collaborate simultaneously, permissions must be enforced correctly, every action must be recorded, and changes must propagate instantly across every connected client. SignalHQ…...

1+ mon, 2+ week ago   (1107+ words) A production error is exactly when an AI agent should be least creative. That sentence became the design rule behind Missio, a terminal mission control system I built for the Agents of SigNoz hackathon. Missio starts with a real incident…...

1+ mon, 2+ week ago   (300+ words) AI agents chain LLM calls and tool calls together to make decisions. But when something goes wrong — a slow response, an unexpected answer, a runaway cost — you're stuck guessing. You can't debug what you can't see. For the "Agents of…...

1+ mon, 2+ week ago   (232+ words) I build products solo. Every single one of them sits on top of somebody else's API — Stripe for payments, OpenAI and Anthropic for AI features, Meta for ads, print-on-demand APIs, map APIs. My code is maybe half of what actually…...

1+ mon, 3+ week ago   (390+ words) Operational tools often collapse very different claims into one reassuring word: “verified.” A timer is listed, so the job must have run. A directory hash matches, so the handoff must be authentic. Two form exports differ, so the report should…...

1+ mon, 4+ week ago   (96+ words) Every developer knows this conversation: "Hey, can you reproduce this bug?" "No, it works on my machine." "Can you try again?" "I already tried 5 times." I got tired of this loop. So I built RuntimeVault — a tool that captures the…...

2+ mon, 6+ day ago   (704+ words) When a Django REST Framework API starts getting used in production, one of the first debugging problems is visibility. But from the backend side, we often need more context: Many teams solve this by writing custom middleware. That works at…...

2+ mon, 1+ week ago   (321+ words) Most of today ran through an API-gateway management app. The sync fixes got their own write-up (the idempotent-sync post in this series). Short version: syncing config into a gateway is a converge operation, not an insert. If a target already…...

2+ mon, 2+ week ago   (1036+ words) Every engineer has done some version of this: It is not normal. Production logs are not harmless text. They can contain customer IDs, stack traces, auth errors, request paths, internal service names, database fields, infrastructure details, feature flags, API responses,…...