AI Workflows
AI for Log Analysis at Scale: A Staff Engineer's Guide
Log volume is killing your observability. Learn how to use AI clustering, semantic search, and automated post-mortems to actually find the root cause.
Prompt engineering for real work: A technical guide for engineers
Forget the flowery language. This is how you build reliable, production-ready prompts that do not break your CI/CD pipeline or inflate your cloud bill.
Writing PRDs with AI: Moving from Content Generation to Technical Audit
Stop using AI to draft your requirements. Learn how to use it as a technical auditor to identify logic gaps and edge cases before engineering starts.
Best AI code review tools: A post-mortem of our failed automation
We tried to automate our PR reviews using the latest AI tools. Here is what actually worked, what caused an incident, and why most tools are just noise.
AI for Product Discovery: A Teardown of the Human-in-the-Loop Protocol
AI promises to speed up product discovery, but without a verification protocol, it often generates false patterns. Here is how to keep your research grounded.
AI Tools for Podcasters: A Teardown of the Modular Workflow
A deep building a high-fidelity podcasting pipeline using specialized AI agents while maintaining craft and data privacy.