Workflows

Practical patterns for AI-assisted development.

Start here: StayFresh Thesis for the position behind the workflow patterns collected here.

2026-04 Claude Code Skills Stack
Decision, context, execution. Install less, route harder, keep the workflow coherent.
2026-04 Modular Workflow Stack
Right tool, right job, right time: layered orchestration, typed agent delegation, human gates, parallelism, and loops that halt.
2026-03 Anubis in Front of GitHub Pages
Run Anubis where it belongs: in front of a Pages origin, not inside static hosting fantasy land.
2026-03 Instant Project Sync
Synchronize ticket queues against contract dates and agentic evidence, with no-doc requirement reconstruction fallback.
2026-03 psay Agent Notifications
Local voice plus Notification Center patterns for agent completion and handoff loops.
2026-03 Project AI Philosophy
A project-level position on bounded, evidence-backed AI use.
2026-03 Preference TOML
Use RLHF-shaped semantics in a simple config DSL for agent evaluation loops.
2026-03 Reward Rubric DSL
A small machine-readable format for scoring coding agent output.
2026-02 Prompt Patterns
Common prompt structures for reliable agent behavior.
2026-02 Agent Psychology
Understanding how agents reason and respond to instructions.
2026-02 CI Automation
Integrating AI agents with continuous integration workflows.