Konrad Madej writes about enterprise AI, platform engineering, and DevOps — lessons from real-world projects.https://konradmadej.com/enhttps://konradmadej.com/blog/2026-07-18-your-ai-pair-programmer-has-terrible-taste-in-dependencies/https://konradmadej.com/blog/2026-07-18-your-ai-pair-programmer-has-terrible-taste-in-dependencies/LLMs pick libraries by remembering, not evaluating: frozen favourites, hallucinated packages, vulnerable version pins. Where the risk comes from and the guardrails that work.Sat, 18 Jul 2026 12:00:00 GMTAIaisupply-chaindependenciessecurityKonrad Madejhttps://konradmadej.com/blog/2026-07-18-dependabot-says-update-now-supply-chain-attacks-say-slow-down/https://konradmadej.com/blog/2026-07-18-dependabot-says-update-now-supply-chain-attacks-say-slow-down/Updating dependencies promptly is a security practice for known vulnerabilities and an attack surface for unknown ones. The difference between the two is about seven days of patience.Sat, 18 Jul 2026 11:00:00 GMTDevOpssupply-chaindependenciessecuritydevopsKonrad Madejhttps://konradmadej.com/blog/2026-07-18-sometimes-the-missing-layer-should-stay-missing/https://konradmadej.com/blog/2026-07-18-sometimes-the-missing-layer-should-stay-missing/The most expensive platform failures aren't badly built platforms — they're platforms that should never have been started. How to tell, and the ladder of cheaper alternatives.Sat, 18 Jul 2026 10:00:00 GMTPlatform Engineeringidpplatform-engineeringdata-platformbuild-vs-buyKonrad Madejhttps://konradmadej.com/blog/2026-07-18-the-blueprint-was-the-easy-part/https://konradmadej.com/blog/2026-07-18-the-blueprint-was-the-easy-part/Most data IDPs don't fail on technology. They fail on ticket queues that refuse to die, golden paths that read as central control, and a J-curve nobody warned the sponsor about.Sat, 18 Jul 2026 09:00:00 GMTPlatform Engineeringidpplatform-engineeringdata-platformadoptionKonrad Madejhttps://konradmadej.com/blog/2026-07-18-why-your-data-platform-is-missing-its-most-important-layer/https://konradmadej.com/blog/2026-07-18-why-your-data-platform-is-missing-its-most-important-layer/Your organization has a modern data platform, yet every new data product starts with weeks of setup. The missing piece is an internal developer platform for data teams.Sat, 18 Jul 2026 08:00:00 GMTPlatform Engineeringidpplatform-engineeringdata-platformKonrad Madejhttps://konradmadej.com/notes/2026-07-06-notes-as-a-knowledge-graph/https://konradmadej.com/notes/2026-07-06-notes-as-a-knowledge-graph/Every note here carries two kinds of edges: tags, and explicit `related` links to other notes. Each note page shows its outgoing links and the backlinks pointing at it, and the whole structure is exposed as machine-readable data at [/notes/graph.json](/notes/graph.json). The bet is that if I keep the linking habit up, the notes stop being a chronological pile and start being a map — clusters around the topics I keep returning to, and visible gaps where I think I understand something but have never written it down. At some point I want to render the graph visually, right here on the site.Mon, 06 Jul 2026 10:30:00 GMTmetaknowledge-managementKonrad Madejhttps://konradmadej.com/notes/2026-07-06-starting-notes/https://konradmadej.com/notes/2026-07-06-starting-notes/Full blog posts take me weeks — they need a thesis, structure, and enough real-world evidence to be worth your time. But most of what I learn day to day is smaller than that: a pattern that worked, a tool that surprised me, a sentence from a paper worth keeping. This section is for those. The format is borrowed from [Martin Fowler's fragments](https://martinfowler.com/fragments/): short, dated, tagged notes published as I write them. No cadence promises, no polish guarantees. If a note grows up, it becomes a blog post.Mon, 06 Jul 2026 10:00:00 GMTmetawritingKonrad Madejhttps://konradmadej.com/blog/2026-02-20-lessons-from-real-world-enterprise-chatbot-projects/https://konradmadej.com/blog/2026-02-20-lessons-from-real-world-enterprise-chatbot-projects/Enterprise chatbot deployments are fundamentally a platform problem, not a product problem. Here's what I've learned leading projects through architecture review, security assessment, and into production.Fri, 20 Feb 2026 10:00:00 GMTArchitecturechatbotsenterprisearchitectureaiKonrad Madej