https://peterstasko.online/blog/ Quality leadership, crisis management and operational excellence — from the shop floor to the boardroom. en https://peterstasko.online/blog/the-agent-speaks-protocol-the-interlock-speaks.html https://peterstasko.online/blog/the-agent-speaks-protocol-the-interlock-speaks.html Sat, 29 Aug 2026 08:03:00 +0000 AI & Systems Anthropic has published a hardware standard for letting AI agents command physical machines. The technology press filed it under AI announcements, somewhere between chatbots and chip roadmaps. Wrong… https://peterstasko.online/blog/the-new-coo-gets-100-days-the.html https://peterstasko.online/blog/the-new-coo-gets-100-days-the.html Thu, 27 Aug 2026 19:59:00 +0000 Quality Leadership Four manufacturers named new operations chiefs this week: Grote in North America, Imperial Auto globally, Protolabs a COO for global manufacturing, Hanseatic a new VP over its Latin American… https://peterstasko.online/blog/every-gauge-gets-an-msa-the-ai.html https://peterstasko.online/blog/every-gauge-gets-an-msa-the-ai.html Thu, 27 Aug 2026 14:21:00 +0000 AI & Systems Somewhere around three in the morning, an autonomous agent diagnosed a network fault, applied a fix and closed its own ticket. Reports this week call it the arrival of self-healing infrastructure.… https://peterstasko.online/blog/the-hire-came-from-nhtsa-the-escapes.html https://peterstasko.online/blog/the-hire-came-from-nhtsa-the-escapes.html Wed, 26 Aug 2026 10:20:00 +0000 Quality Leadership Ford's 12.9 million-vehicle recall year prompted a hire from NHTSA rather than a revised control plan — but escapes are detection failures on the line, not communications problems in the boardroom. https://peterstasko.online/blog/the-price-war-is-on-your-failure.html https://peterstasko.online/blog/the-price-war-is-on-your-failure.html Tue, 25 Aug 2026 08:01:00 +0000 Operational Excellence As discounting outruns the industry's cost roadmap, the last big lever inside your four walls is the cost of poor quality — yet plants keep cutting the prevention budgets that control it. https://peterstasko.online/blog/zero-defects-is-the-goal-zero-evidence.html https://peterstasko.online/blog/zero-defects-is-the-goal-zero-evidence.html Mon, 24 Aug 2026 10:20:00 +0000 AI & Systems Here is an uncomfortable observation. The most dangerous dashboard I ever stood in front of was the quiet one. Flat green line where the red spikes used to live, in a plant that had just gone six… https://peterstasko.online/blog/the-line-is-state-of-the-art.html https://peterstasko.online/blog/the-line-is-state-of-the-art.html Sun, 23 Aug 2026 07:18:00 +0000 Quality Systems Here is an uncomfortable observation: the most dangerous plant in any industry is the one where nothing has failed yet. This week produced two announcements of exactly that species – Statetron… https://peterstasko.online/blog/you-benchmarked-the-plant-the-culture-didn.html https://peterstasko.online/blog/you-benchmarked-the-plant-the-culture-didn.html Sun, 23 Aug 2026 17:42:00 +0000 Quality Leadership Here is an uncomfortable observation from two decades of plant walk-throughs: the best-maintained piece of visual management on most sites is the A3 wall nobody uses. Colour-coded. Laminated. Last… https://peterstasko.online/blog/physical-ai-runs-the-line-root-cause.html https://peterstasko.online/blog/physical-ai-runs-the-line-root-cause.html Sun, 23 Aug 2026 13:07:00 +0000 AI & Systems Daedong is turning its Daegu plant into a "physical AI" hub by 2029, with robots and autonomous systems meant to lift tractor production capacity by 67%. Half the manufacturers I talk to have a… https://peterstasko.online/blog/your-escalation-matrix-has-three-levels-the.html https://peterstasko.online/blog/your-escalation-matrix-has-three-levels-the.html Sat, 22 Aug 2026 10:55:00 +0000 Quality Leadership I have stood in enough containment rooms to know what a problem smells like at every stage of its life. The worst smell is the one that has aged past every escalation level available to it. Here is… https://peterstasko.online/blog/the-door-passed-100-000-cycles-the.html https://peterstasko.online/blog/the-door-passed-100-000-cycles-the.html Sat, 22 Aug 2026 09:20:00 +0000 Quality Systems China's record 4.3-million-vehicle recall shows door latches passing every lab cycle yet failing post-crash, when a severed power bus kills the electronic release command. https://peterstasko.online/blog/the-shortage-is-temporary-the-interim-approval.html https://peterstasko.online/blog/the-shortage-is-temporary-the-interim-approval.html Fri, 21 Aug 2026 19:46:00 +0000 Crisis Management The Financial Times reports that the world's largest carmakers are scrambling to avert a motor oil crisis. The headline reads as a logistics story – tankers, allocations, a supply gap with a number… https://peterstasko.online/blog/the-vision-system-detects-defects-in-real.html https://peterstasko.online/blog/the-vision-system-detects-defects-in-real.html Fri, 21 Aug 2026 12:27:00 +0000 Quality Systems Real-time vision detects defects in milliseconds, but faster detection doesn't make failures rarer or cheaper. A quality veteran tallies what escapes truly cost downstream. https://peterstasko.online/blog/accountability-cascades-down-authority-stayed-upstairs.html https://peterstasko.online/blog/accountability-cascades-down-authority-stayed-upstairs.html Fri, 21 Aug 2026 16:45:00 +0000 Quality Leadership Here is an uncomfortable observation: we have industrialised the blaming of quality managers for failures their org chart forbids them to prevent. A food-safety journal has just run a piece… https://peterstasko.online/blog/the-servers-came-back-in-72-hours.html https://peterstasko.online/blog/the-servers-came-back-in-72-hours.html Thu, 20 Aug 2026 07:29:00 +0000 Crisis Management A plant manager I have known for fifteen years called me on a Monday, and for the first ten minutes he sounded like a man who had won something. Ransomware had hit his tier-2 stamping house the week… https://peterstasko.online/blog/the-record-is-automated-the-liability-isn.html https://peterstasko.online/blog/the-record-is-automated-the-liability-isn.html Thu, 20 Aug 2026 15:08:00 +0000 AI & Systems In 2019 I was hired to build quality from bare concrete – a greenfield automotive plant, nine hundred people, no forms, no signatures. The first system I designed was not a gauge room. It was a… https://peterstasko.online/blog/your-digital-twin-keeps-learning-your-pfmea.html https://peterstasko.online/blog/your-digital-twin-keeps-learning-your-pfmea.html Wed, 19 Aug 2026 08:49:00 +0000 Quality Systems Here is an uncomfortable observation from someone who has stood on wet concrete where a press shop was supposed to be: when a factory is born inside someone else's software, the process learns every… https://peterstasko.online/blog/the-recall-is-feedback-you-just-paid.html https://peterstasko.online/blog/the-recall-is-feedback-you-just-paid.html Wed, 19 Aug 2026 11:21:00 +0000 Operational Excellence By the time a defect makes headlines, the story was already told in complaint logs and warranty returns. Speed of containment, not PPM charts, is what predicts trouble. https://peterstasko.online/blog/the-expansion-is-funded-the-quality-system.html https://peterstasko.online/blog/the-expansion-is-funded-the-quality-system.html Tue, 18 Aug 2026 12:26:00 +0000 Quality Systems Three funded expansions landed the same week, none mentioning a control plan or gage on order. Capex buys the machines; quality documentation is what actually releases parts. https://peterstasko.online/blog/iatf-16949-gets-rewritten-most-plants-will.html https://peterstasko.online/blog/iatf-16949-gets-rewritten-most-plants-will.html Tue, 18 Aug 2026 16:47:00 +0000 Audit & Compliance While plants rush to repaint their manuals for IATF 16949's Second Edition, the real risk goes unseen: softer surveillance audits, shelved internal audits, and aging deviations.