Tools
Tools I use and recommend for agentic engineering - each with a one-line verdict on why it earns its place. Entries are added deliberately and removed when they stop earning it.
[TOOLS: 11]Showing 1-10 of 11
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Verdict
Scan before you install - 68 patterns, SARIF for CI, baseline suppression so re-scans surface only new findings.
Harness engineering, not prompt engineering - 12 lectures and 6 projects that scaffold AGENTS.md, init.sh, and verification workflows.
Returns line-numbered source plus call paths in one query - replaces a grep + read loop with a single round-trip.
Copy-paste templates and a progressive weekend path - useful in 15 minutes, not another feature reference.
act(), extract(), and agent() with action caching - AI when the DOM shifts, code when you already know the selector.
A full production hierarchy in a repo - not a toy demo. Borrow the agent roster and skill wiring when you need multi-role orchestration beyond a single coding agent.
Session amnesia is the default; cognee gives agents recall across runs without shipping context to a third-party memory API.
The best antidote to black-box LLM usage - you understand what you're prompting once you've built the stack yourself.
Structured on-ramp with runnable notebooks - good baseline vocabulary before you wire agents into a real codebase.
Borrow the skill structure and review gates - a practical template for skills that survive past the first prompt.
Drop-in research skill - surfaces what people are actually saying this month instead of stale training-data takes.
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Know a tool that belongs on this list? Open an issue on GitHub and tell me why.
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