a collection of my blogs, learnings, and experiments
Why intelligence doesn't live where the data lives — and how context graphs sit above systems of record to capture decisions, not just outcomes.
LLMs hallucinate and vector retrieval drops the facts that matter. The fix may be a bottom-up one — domain-expert models grounded in structured knowledge graphs.
How LLMs, tools, memory, and orchestration come together to build autonomous AI agents.
articles I've written on other platforms
coming soon