Tutorials, guides and technical articles.
CI/CD already automates builds and deploys, but we still spend hours on triage, CI failures, and stale documentation. GitHub Agentic Workflows pushes automation one step further: agents operating inside defined guardrails to handle that repetitive work with judgement.
Deep dive into Headroom, the open-source project (33.4k ⭐) that promises 60-95% token reduction on what you send to an LLM without losing accuracy. We test its 6 algorithms, its reversible CCR, and its proxy mode, and compare it to the rest of the ecosystem.
Deep dive into GSD Core (formerly Get Shit Done): 33 agents, wave execution, 200K fresh context per subagent, and the Discuss→Plan→Execute→Verify→Ship phase loop. How to install it, when to use it, and when not to.
An architectural analysis of how the 'Grill Me' skill fits into the historical tension between honoring the specification and constantly challenging it through adversarial prompts.
Discover how Matt Pocock's viral skill is transforming AI-assisted development by forcing agents to ruthlessly question your design before writing a single line of code.
Why Matt Pocock's skills are small, composable, and opinionated — and how they compare to Spec Kit, OpenSpec, and BMAD for AI-assisted Android development.
