Spitfire Cowboy Tags
Reference

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Pick a topic to jump straight to the related workshop posts, patterns, and anti-patterns.

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Start with a topic. Each tag page pulls related workshop posts, patterns, and anti-patterns into one place so you can move from a concept to the relevant notes quickly.

Adopt / Test / Ignore
1 related entry
  • Adopt / Test / Ignore
Agent guardrails
1 related entry
  • The Receipt Was Lying
Agent memory
2 related entries
  • The Tabula Rasa Anti-Pattern in LLM Agents
  • Tabula rasa
Agent systems
3 related entries
  • Subsidiarity
  • Tier discipline
AI tools
1 related entry
  • Speed kills. Receipts not vibes.
Ambient context anchoring
2 related entries
  • Ambient context anchoring
  • Identical chrome
Anti-pattern
11 related entries
  • The Tabula Rasa Anti-Pattern in LLM Agents
  • Context-dump dependency
Build narrative
1 related entry
  • From prompt to shipped: SC homepage in under an hour
Career pipeline
1 related entry
  • Your AI copilot is eating your career path
Cascade
2 related entries
  • Local knowledge
  • Subsidiarity
Catholic social teaching
1 related entry
  • Subsidiarity
Compound commands
1 related entry
  • The Receipt Was Lying
Context-dump dependency
1 related entry
  • Context-dump dependency
Context overflow
4 related entries
  • The Tabula Rasa Anti-Pattern in LLM Agents
  • Ambient context anchoring
Continuous learning
1 related entry
  • The struggle is the point
Devil's advocate framing
1 related entry
  • Your AI copilot is eating your career path
Deny rules
1 related entry
  • The Receipt Was Lying
Dreyfus
2 related entries
  • Local knowledge
  • The struggle is the point
Engineering practices
4 related entries
  • Speed kills. Receipts not vibes.
  • Receipts over vibes
Epistemology
1 related entry
  • Local knowledge
Evidence-first instructions
1 related entry
  • Evidence-first instructions
Fail loud, fail early
1 related entry
  • Fail loud, fail early
Formation
5 related entries
  • Local knowledge
  • The struggle is the point
Gamification
1 related entry
  • Subsidiarity
Hiring
1 related entry
  • Your AI copilot is eating your career path
Honest path, fast path
1 related entry
  • Honest path, fast path
Human-agent collaboration
2 related entries
  • From prompt to shipped: SC homepage in under an hour
  • One question rule
Identical chrome
1 related entry
  • Identical chrome
Infinite loop bias
1 related entry
  • Infinite loop bias
LLM
7 related entries
  • Local knowledge
  • The struggle is the point
Moltbook
1 related entry
  • Your AI copilot is eating your career path
No receipts, no audit
1 related entry
  • No receipts, no audit
Observability
5 related entries
  • Speed kills. Receipts not vibes.
  • Fail loud, fail early
One-question rule
1 related entry
  • One question rule
Paternalistic gating
1 related entry
  • Paternalistic gating
Pattern
14 related entries
  • Adopt / Test / Ignore
  • Ambient context anchoring
Progressive disclosure
1 related entry
  • Progressive disclosure
Prompt to ship
1 related entry
  • From prompt to shipped: SC homepage in under an hour
Provenance-first
1 related entry
  • Provenance-first
Receipts
5 related entries
  • From prompt to shipped: SC homepage in under an hour
  • Evidence-first instructions
Receipts, not vibes
4 related entries
  • Speed kills. Receipts not vibes.
  • The Receipt Was Lying
Security triage
1 related entry
  • The Receipt Was Lying
Senior engineering
1 related entry
  • Your AI copilot is eating your career path
Separate decision vs execution
1 related entry
  • Separate decision vs execution
Silent failure
1 related entry
  • Silent failure
Small slices
1 related entry
  • Small slices
State management
3 related entries
  • The Tabula Rasa Anti-Pattern in LLM Agents
  • Ambient context anchoring
Stop rules
2 related entries
  • Stop rules
  • Infinite loop bias
Structured outputs
1 related entry
  • Structured outputs
Subsidiarity
4 related entries
  • Local knowledge
  • Subsidiarity
Tabula rasa
2 related entries
  • The Tabula Rasa Anti-Pattern in LLM Agents
  • Tabula rasa
Tier discipline
1 related entry
  • Tier discipline
Tool spaghetti
1 related entry
  • Tool spaghetti
Unbounded autonomy
1 related entry
  • Unbounded autonomy
Vibe coding
2 related entries
  • Speed kills. Receipts not vibes.
  • Vibes-as-spec
Vibes-as-spec
1 related entry
  • Vibes-as-spec