Insights
Strategy, platform, product, software delivery, and data—browse by year or by topic. Every article is written for leaders and practitioners shipping agentic systems in production.
Articles grouped by publication year. Newest first within each year.
Traditional RAG retrieves chunks; agentic GraphRAG plans, traverses structure, fuses evidence from graph, SQL, and docs—and drives decisions, not just answers.
Read articleMemory, WAL, autovacuum, indexes, and pooling—how to baseline with pg_stat_statements, tune with intent, and prove gains under load.
Read articleRules, classical NLP, LLMs, fine-tuning, or hybrid? How extraction choices shape Graph RAG, agent memory, and graph quality at scale.
Read articleWhy many enterprises stall after gen-AI pilots—and how AI-native workflows, not generic chat shells, unlock durable value.
Read articleWhy agentic AI forces new trust zones, context layers, and governance—and how to choose between incremental overlays and platform-level evolution.
Read articleWhy AI is becoming the core engine of strategy and execution—not another IT wave—and how leaders should redesign workflows, data, and decision loops.
Read articleGrounding LLM-guided UI automation in Playwright traces, CI promotion, stable selectors, and flake-aware review.
Read articleMulti-step agents across tickets, code, tests, and PRs—scoped tasks, traceability, and merge gates that match how serious teams ship.
Read articleTyped nodes and edges in fraud, IT, and customer graphs—why heterogeneous GNNs beat one-size embeddings.
Read articleLoRA/QLoRA, scrubbed corpora, and evaluation harnesses for models that speak your internal stack and style.
Read articlePipelines and lineage for embeddings, RAG corpora, and agents—extending the warehouse without losing governance.
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