Only 1 of the 4 signals driving agentic SDLC is unambiguous: Intent signal - what people want,...
Only 1 of the 4 signals driving agentic SDLC is unambiguous:
Intent signal - what people want, expressed in natural language,
Specification signal - what must be true, usually semi-formal,
Feedback signal - what is wrong, mostly natural,
Environment signal - what changed around, usually semi-formal.
Most API specs were written for human developers — people who read docs carefully, infer intent from...
The industry is currently obsessed with letting Large Language Models (LLMs) output entire...
How I integrated Specmatic executable contracts into an NL-to-SQL engine as a guardrail against AI-agent drift -- across 12…
Large language models often develop recurring symbolic patterns — archetypes, metaphors, and memetic...
Why treating LLMs like magic boxes leads to flaky code, and how to implement a deterministic wrapper around non-deterministic…
The Problem Nobody Wants to Say Out Loud Most LLM agent deployments have a quiet assumption baked...
