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ResearchApr 16, 2026

Mission defines strategy, and strategy defines structure

How our five phase pipeline revealed a bigger image on its own, and what that teaches us about context engineering across agent boundaries

Vladimir Vučković
Vladimir Vučković
ResearchApr 10, 2026

Robustness through meaning - one triple at a time

Exploring how ontologies cross-validate with LLMs, making robust failure detection in agentic systems. Why this is a different approach than Palantir's operational ontology.

Vladimir Vučković
Vladimir Vučković
ResearchFeb 27, 2026

Can Your Prompts Optimize Themselves?

Exploring how DSPy's declarative approach to prompt engineering replaces hand-crafted templates with Bayesian-optimized programs and what happens when you apply it to a real failure detection pipeline.

Vladimir Vučković
Vladimir Vučković
ResearchFeb 6, 2026

Are Your AI Agents Reliable?

Exploring how frameworks like τ²-bench and Pydantic Evals are shaping the science of evaluating AI agent reliability in production.

Vladimir Vučković
Vladimir Vučković

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