#automation
4 posts tagged with #automation
Every article below is hand-written, technically reviewed, and focused on automation. Posts cover real-world architecture decisions, code-level implementation patterns, and trade-offs you'll only discover after shipping production systems.
Developer Tools LLM Knowledge Base GitHub Template [2026]: Starter Kit Repo
Ship a forkable LLM knowledge base starter kit: a clean repo layout, ingestion scripts, GitHub Actions freshness checks, agent-readable templates, and retrieval evals that don’t rot.
Developer Tools 7 Safer Defaults for Code Review Automation (No AI) [2026]
Stop chasing AI review bots. Use formatting, linting, hooks, CODEOWNERS, and branch protections to cut review noise without lowering the bar.
AI and Machine Learning Paperclip AI Review: I Tried to Build a Zero-Human Company in a Weekend [2026]
Paperclip AI promises autonomous companies run entirely by AI agents. I gave it a weekend. Here's what actually happened — and why the results say more about the state of AI agents than any demo ever could.
Cloud and DevOps A Single Automated Process Broke Dozens of Major Services. Inside the AWS us-east-1 Outage.
On December 7, 2021, an automated scaling activity inside AWS overwhelmed their own internal network, knocked out their monitoring, and cascaded across dozens of services. Here's what actually happened.
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