Rolling out AI at enterprise scale: products, workforce, and the engineering factory that builds both.https://adibkadir.com/https://adibkadir.com/blog/ai-for-customers-boring-first/https://adibkadir.com/blog/ai-for-customers-boring-first/The first layer of enterprise AI is customer-facing product. Most companies get it backwards by shipping a chatbot before removing a single point of friction.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/ai-for-employees-shadow-ai-demand/https://adibkadir.com/blog/ai-for-employees-shadow-ai-demand/The second layer of enterprise AI is workforce enablement. The companies that win it treat unsanctioned AI use as product feedback for the internal platform.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/articos-synthetic-user-research/https://adibkadir.com/blog/articos-synthetic-user-research/AI user research in about 30 minutes with synthetic interviews and no recruitment. Fast and cheap, if you understand exactly what it cannot tell you.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/caveman-token-cost-constraint/https://adibkadir.com/blog/caveman-token-cost-constraint/Caveman, a Claude Code skill that cuts about 65 percent of tokens by talking like a caveman, went viral. The punchline is a real budget line.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/engineering-factory-copilots-vs-factories/https://adibkadir.com/blog/engineering-factory-copilots-vs-factories/The third layer of enterprise AI redesigns how software gets built. A maturity model for going from individual assistants to an agentic delivery system.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/geofide-geo-answer-engines/https://adibkadir.com/blog/geofide-geo-answer-engines/A platform for getting your content cited by AI search engines. GEO is becoming a real channel, and most enterprise marketing teams have no owner for it.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/glm-5-2-open-agentic-step-change/https://adibkadir.com/blog/glm-5-2-open-agentic-step-change/Z.ai's MIT-licensed flagship claims near-frontier agentic coding with a usable 1M-token context. The enterprise story is what this does to cost and data residency.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/pentesting-becomes-a-pipeline-stage/https://adibkadir.com/blog/pentesting-becomes-a-pipeline-stage/Strix, an open source AI pentest agent, is trending. The interesting question for enterprises is not the tooling, it is who approves what the agent attacks.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/seedance-2-5-video-gen-media-cost/https://adibkadir.com/blog/seedance-2-5-video-gen-media-cost/ByteDance's new video model generates 30-second 4K clips in one pass with up to 50 reference inputs. That is aimed at the most expensive line items in a media P&L.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/superpowers-skills-framework/https://adibkadir.com/blog/superpowers-skills-framework/A 245,000-star framework for giving coding agents reusable skills. The signal is that agent capability is becoming a managed artifact, like code.Mon, 13 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/build-agentic-preview-environments-on-your-own-vps-1783846127079/https://adibkadir.com/blog/build-agentic-preview-environments-on-your-own-vps-1783846127079/Build isolated pull request previews on your VPS with Dokploy, PostgreSQL, dedicated workers, safe credentials, tests, and automatic cleanup.Sun, 12 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/how-to-build-a-safe-agentic-software-pipeline-1783842741758/https://adibkadir.com/blog/how-to-build-a-safe-agentic-software-pipeline-1783842741758/Build an agentic delivery pipeline where every pull request gets isolated code, data, workflows, tests, and a live Preview URL.Sun, 12 Jul 2026 00:00:00 GMThttps://adibkadir.com/blog/stop-overengineering-your-app-from-day-one-1773009394626/https://adibkadir.com/blog/stop-overengineering-your-app-from-day-one-1773009394626/A cheap VPS can handle more traffic than most teams expect. Avoid premature complexity, tune the basics, and scale only when evidence demands it.Sun, 08 Mar 2026 00:00:00 GMThttps://adibkadir.com/blog/do-you-really-need-a-cms-in-2026-1771356956270/https://adibkadir.com/blog/do-you-really-need-a-cms-in-2026-1771356956270/Rethink CMS defaults: start with a typed ORM schema, generate admin UIs with AI, and reserve full CMS platforms for real governance needs.Tue, 17 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/how-to-make-product-decisions-faster-with-trusted-metrics/https://adibkadir.com/blog/how-to-make-product-decisions-faster-with-trusted-metrics/Cut decision time by design: learn how analytics becomes a product, build a 10 to 30 metric spine, and set data SLAs so teams trust numbers and move fast.Sun, 08 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/ai-is-quietly-changing-how-you-should-pick-a-tech-stack-1770476121041/https://adibkadir.com/blog/ai-is-quietly-changing-how-you-should-pick-a-tech-stack-1770476121041/Tech stack choices now include an AI factor: training data, ecosystem maturity, and how reliably AI can help you ship and maintain code.Sat, 07 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/how-i-built-this-site-1770452130441/https://adibkadir.com/blog/how-i-built-this-site-1770452130441/Discover how to build a fast, database-driven site with a static shell and cache-driven fragments using Next.js, Cache Components, and AI-assisted workflows.Sat, 07 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/pm-dev-qa-are-merging-meet-the-rise-of-the-product-engineer/https://adibkadir.com/blog/pm-dev-qa-are-merging-meet-the-rise-of-the-product-engineer/Uncover how AI merges PM, dev, and QA into a single product engineer. Learn to specify user needs, criteria, and metrics to accelerate delivery.Sat, 07 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/stop-blaming-your-engineers-the-real-reason-they-re-slow/https://adibkadir.com/blog/stop-blaming-your-engineers-the-real-reason-they-re-slow/Stop blaming engineers: the perfection loop slows delivery. Learn how rapid deployments, feature flags, and real-time observability speed shipping.Sat, 07 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/stop-paying-for-duplicate-analytics-fix-collection-first-1770464703336/https://adibkadir.com/blog/stop-paying-for-duplicate-analytics-fix-collection-first-1770464703336/Fix inconsistent analytics by consolidating event collection with a CDP, adding governance, and restoring trust so teams can decide faster.Sat, 07 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/the-hidden-cost-of-designing-for-a-future-that-might-not-exist-1770449375522/https://adibkadir.com/blog/the-hidden-cost-of-designing-for-a-future-that-might-not-exist-1770449375522/Ship simple to learn fast: avoid premature, complex architecture for a future that may not exist. Discover how data should drive scale and momentum.Sat, 07 Feb 2026 00:00:00 GMThttps://adibkadir.com/blog/tickets-are-comforting-outcomes-are-accountable-1770433559334/https://adibkadir.com/blog/tickets-are-comforting-outcomes-are-accountable-1770433559334/Move from closing tickets to delivering real user value. Learn how redefining 'done' and ownership drives end-to-end impact and meaningful shipping.Sat, 07 Feb 2026 00:00:00 GMT