Toma Taylor
Personal essays, notes, and technical writing from Toma Taylor.
Latest Posts
- AI-Enabled Threats Are a Speed ProblemA note on why AI does not make security threats new, but does change how quickly they can be discovered, exploited, and automated.
- Production Agents Need a RuntimeA note on why prompts and tools are only the visible part of shipping real agents.
- Agentic Engineering Needs DisciplineA note on why agentic engineering works best with mental models, personal workflows, and documented experiments.
- DSPy as a Control LayerA note on DSPy as a move from prompt engineering toward controllable, observable model behavior.
- P vs NP in the AI EraA note on how faster AI-assisted problem solving could pressure cryptographic assumptions in mission-critical systems.
- Vibe Coders and Industry EngineersA note on why vibe coders and industry engineers often talk past each other, and what they can learn from each other.