Gary's Lab
A curated repository of engineering experiences, experiments, reflections, architectural deep-dives, and production-tested patterns for the modern infrastructure stack.
🧠Knowledge Pillars
Strategic deep-dives and architectural experiments.
AI & Intelligence
LLMs, RAG, and Coding Agents. Bridging the gap between traditional systems and agentic workflows.
Platform Engineering
Cloud, Kubernetes, Linux, and Networking. The consolidated foundation of modern infrastructure.
Observability
OpenTelemetry, LGTM, and profiling. Engineering data-driven confidence in production.
Software Delivery
GitHub Actions, Harness, and Release Engineering. The mechanics of value delivery.
Development
Engineering workflows, language internals, and developer experience (DevEx).
Data Systems
PostgreSQL, Redis, and Vector DBs. Managing state and persistence at scale.
âš¡ Field Manuals
Quick-access snippets and shortcuts for the daily grind.
Kubectl
Essential commands for K8s management and emergency troubleshooting.
JQ
JSON processing filters for complex data manipulation.
Azure CLI
Automation shortcuts and cloud resource management.
Neovim
The developer's cockpit. Keybindings and Lua configurations.
Log end. Maintained with intent.