Topics
Browse posts and project case studies by theme.
Python Automation
Posts
- Job Application Automation Pipeline Patterns
- How I Build Reliable Python Automation Systems
- Ship Automation with Accountability, Not Autopilot
- Automation Must Remove Toil Without Removing Ownership
Projects
LLM Infra
Posts
- My Approach to LLM Infra, Evals, and CI
- RAG Retrieval Regression Tests That Catch Drift
- Eval Harness Basics for LLM Features
- A Cost Control Playbook for Multi-Model Routing
Projects
CI/CD
Posts
- Evaluation Discipline Is the New Release Readiness
- CI/CD Gates for Agent-Enabled Services
- Reliability Starts with Idempotency and Audit Discipline
- Permission Boundaries Decide if Agents Survive Production
Projects
OSS Tools
Posts
- Build vs Buy for AI Automation Tooling
- n8n Workflow Versioning With Git and Environment Parity
- Production Agent Frameworks Work Only with Strict Boundaries
- Local Agents Need Security Gates Before They Touch Your System
Projects
Agents
Posts
Security / Reliability
Posts
- A Local-First Agent Security Checklist
- How I Build Reliable Python Automation Systems
- AI Tool-Call Auditing With Structured Logs
- Observability Metrics That Actually Matter for AI Ops