Knowledge Should be Free.
Practical AI engineering knowledge shared openly, covering Real Developer Pain, Production AI systems, Agent Evaluation, LLMOps, Security, Governance, and proven Spec-driven development techniques
Agentic RAG: RAG That Knows Your Knowledge Base.
Most RAG systems treat every document the same way. In Zyven Studio, I built an adaptive engine that routes documents through different ingestion pipelines and questions through different retrieval strategies - so the system answers correctly across legal PDFs, relationship-heavy codebases, and table-dense reports.
Claude Codex Duo: saving Claude tokens for planning while Codex does the heavy lifting
Claude Code is most valuable when used for high-level reasoning, planning, and orchestration. Instead of burning Claude tokens on long implementation loops, delegate scoped coding work to Codex subagents and keep Claude focused on supervising the SDLC.