Insights
Strategy, platform, product, software delivery, and data—browse by topic or by year. Every article is written for leaders and practitioners shipping agentic systems in production.
Articles grouped by theme. Newest first within each topic.
Executive framing, transformation narratives, and competitive dynamics.
Why 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 articleEnterprise architecture, agentic systems design, and structural choices.
Why agentic AI forces new trust zones, context layers, and governance—and how to choose between incremental overlays and platform-level evolution.
Read articleAI-native UX, adoption, and how users meet intelligent workflows.
Why many enterprises stall after gen-AI pilots—and how AI-native workflows, not generic chat shells, unlock durable value.
Read articleAgentic SDLC, testing automation, and delivery pipelines.
Grounding 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 articleData platforms, models, knowledge graphs, and graph ML.
Rules, classical NLP, LLMs, fine-tuning, or hybrid? How extraction choices shape Graph RAG, agent memory, and graph quality at scale.
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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