The systems library · Open access
Operating manuals for people who need software to work in production.
No beginner glossaries and no “100 prompts” filler. Each one makes a single argument and works it through: the mechanism, the trade-off, the failure mode, and the measurement that tells you whether it held.
- Free to read online
- No signup, no paywall
- Every chapter cites its sources
- Written for production systems
Showing 11 of 11 books
Free · 31 chapters
Free · 13 chapters
Free · 12 chapters
Free · 13 chapters
Free · 13 chapters
Free · 14 chapters
Free · 12 chapters
Free · 12 chapters
Free · 12 chapters
Free · 12 chapters
Free · 12 chapters
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How to use the library
Read for the decision in front of you.
- 01
Map the system
Start with the chapter that matches the constraint in front of you: agent reliability, context assembly, evaluation, trust boundary, load, or a delivery that has stalled.
- 02
Expose the mechanism
Use each section to identify assumptions and couplings, not to collect isolated techniques.
- 03
Instrument the decision
Adopt the metrics and replay boundaries before applying the optimization to production traffic.
- 04
Preserve rollback
Every meaningful systems change should ship behind a versioned decision and a defined reversal trigger.
In the age of AI
The advantage was never the model. It's knowing what to build with it — and having a team that can actually ship it.
That's the part I help with: finding where AI genuinely makes your business faster, deciding what's worth building, and standing behind it once it's live.
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