Developer AI Stack (Lite, Practical)
A focused set of tools and prompts that reduce time-to-fix and time-to-ship, without turning your brain into a checklist.
prompt1. Bug Hunter (Ranked Causes + Minimal Fixes)
Debug code without random guessing disguised as confidence.
tool2. Cursor
AI-first editor that makes refactors feel less like punishment.
tool3. Langfuse
LLM observability: traces, evals, and why your agent went rogue.
update4. Agent failures are mostly tool wiring, not model 'intelligence'.
Your agent isn't dumb. Your glue code is.
More collections like this
Debugging Workflow (Systematic, Not Random)
Stop guessing. Find the bug, fix it properly, and prevent it from coming back.
Technical Writing System (Clear, Complete, Maintainable)
Write docs, specs, and guides that engineers and users both understand.
Code Review System (Helpful Feedback, Not Nitpicks)
Review code that improves quality, teaches developers, and ships faster.
Learning New Programming Language (Practical, Not Academic)
Master a new language by building, not reading. Projects over textbooks.
Performance Optimization Workflow (Measure, Fix, Verify)
Make things faster through data, not guessing. Profile, optimize, benchmark.