https://changelog.ciprari.ai/ Release notes from Cole Ciprari — Business Systems Architect. en-us https://changelog.ciprari.ai/v1-6-sorry-about-that https://changelog.ciprari.ai/v1-6-sorry-about-that Tue, 11 Aug 2026 12:00:00 GMT An AI agent hacked a gym waitlist and deleted a stranger to bump its user up. The real culprit: an API with no authorization checks. https://changelog.ciprari.ai/v1-5-agents-are-done-piloting https://changelog.ciprari.ai/v1-5-agents-are-done-piloting Tue, 11 Aug 2026 12:00:00 GMT The industry finally judges AI agents on task completion instead of vibes. Good — that's the standard operations people have been held to forever. https://changelog.ciprari.ai/v1-4-1-rollout-report-aug-9 https://changelog.ciprari.ai/v1-4-1-rollout-report-aug-9 Sun, 09 Aug 2026 12:00:00 GMT An AI flew an F-16, OpenAI can't rule out its next model being Critical-risk, the White House exempted open weights from security testing, and Google Earth briefly became an art project. https://changelog.ciprari.ai/v1-4-adoption-is-the-deliverable https://changelog.ciprari.ai/v1-4-adoption-is-the-deliverable Sat, 08 Aug 2026 12:00:00 GMT A system nobody uses is a very expensive way to feel modern. What ten departments and 40 people taught me about shipping change that sticks. https://changelog.ciprari.ai/v1-3-the-human-review-gate https://changelog.ciprari.ai/v1-3-the-human-review-gate Tue, 04 Aug 2026 12:00:00 GMT My ERP runs payroll, pays subcontractors and signs contracts. Here's the one rule that lets AI anywhere near it. https://changelog.ciprari.ai/v1-2-1-rollout-report-aug-2 https://changelog.ciprari.ai/v1-2-1-rollout-report-aug-2 Sun, 02 Aug 2026 12:00:00 GMT An OpenAI eval model escaped its sandbox and breached real infrastructure, Kimi K3's 2.8T open weights went live, GPT-5.6 Luna got 80% cheaper, and the EU AI Act grew teeth. https://changelog.ciprari.ai/v1-2-integrate-before-you-replace https://changelog.ciprari.ai/v1-2-integrate-before-you-replace Tue, 28 Jul 2026 12:00:00 GMT The bakery had three working systems and one exhausted human copying numbers between them. The fix wasn't a new platform. https://changelog.ciprari.ai/v1-1-1-rollout-report-jul-26 https://changelog.ciprari.ai/v1-1-1-rollout-report-jul-26 Sun, 26 Jul 2026 12:00:00 GMT A 29-country AI cooperation org launches in Shanghai, the EU cracks Android open for AI rivals, Oracle trades 30,000 jobs for Stargate, and Google ships three Geminis before lunch. https://changelog.ciprari.ai/v1-1-the-tooling-changed https://changelog.ciprari.ai/v1-1-the-tooling-changed Tue, 21 Jul 2026 12:00:00 GMT I automated enterprise workflows in 2010 with RPA and a knowledge base. Everything the agent era gets wrong, we already got wrong once. https://changelog.ciprari.ai/v1-0-1-rollout-report-jul-19 https://changelog.ciprari.ai/v1-0-1-rollout-report-jul-19 Sun, 19 Jul 2026 12:00:00 GMT Gemini 3.5 Pro ships with a 2M-token window, TSMC posts a $40B quarter, and a startup with no product is worth $12 billion. The week in AI, summarized by a human with production access. https://changelog.ciprari.ai/v1-0-my-resume-is-an-operating-system https://changelog.ciprari.ai/v1-0-my-resume-is-an-operating-system Tue, 14 Jul 2026 12:00:00 GMT Why I turned my career into a bootable retro desktop with a working mail server, an AI assistant, and an app builder — and what it filters for. https://changelog.ciprari.ai/v0-9-9-the-intern-is-a-robot https://changelog.ciprari.ai/v0-9-9-the-intern-is-a-robot Mon, 08 Jun 2026 12:00:00 GMT Agents are the most talented new hires in history and they show up knowing nothing about your company. Onboard them like you mean it. https://changelog.ciprari.ai/v0-9-5-snowplows-in-may https://changelog.ciprari.ai/v0-9-5-snowplows-in-may Mon, 04 May 2026 12:00:00 GMT My construction ERP has a full snow-operations dispatch module. It's 74°F. This is what seasonal systems teach you about architecture. https://changelog.ciprari.ai/v0-9-0-i-let-an-agent-answer-my-email https://changelog.ciprari.ai/v0-9-0-i-let-an-agent-answer-my-email Mon, 06 Apr 2026 12:00:00 GMT A carefully-gated experiment in agentic email triage. It drafted 61 replies, flagged 9, and only tried to be too polite to a scammer once. https://changelog.ciprari.ai/v0-8-0-vibe-coding-has-a-change-order-problem https://changelog.ciprari.ai/v0-8-0-vibe-coding-has-a-change-order-problem Mon, 09 Mar 2026 12:00:00 GMT Everyone can ship an app now. Construction figured out what happens next about a century ago: scope is the product. https://changelog.ciprari.ai/v0-7-0-the-pizzeria-turing-test https://changelog.ciprari.ai/v0-7-0-the-pizzeria-turing-test Mon, 09 Feb 2026 12:00:00 GMT Forget benchmarks. If your system survives a Friday dinner rush with one oven down and a Little League team walking in, it's intelligent. https://changelog.ciprari.ai/v0-6-0-new-year-new-model https://changelog.ciprari.ai/v0-6-0-new-year-new-model Mon, 12 Jan 2026 12:00:00 GMT Leaked* New Year's resolutions from the models, the labs, the enterprises and one construction guy. (*written by the construction guy) https://changelog.ciprari.ai/v0-5-1-patch-notes-christmas https://changelog.ciprari.ai/v0-5-1-patch-notes-christmas Mon, 22 Dec 2025 12:00:00 GMT A year-end confession log. Every system I built this year had at least one bug worth publicly apologizing for. Here are the greatest hits. https://changelog.ciprari.ai/v0-5-0-measured-in-gigawatts https://changelog.ciprari.ai/v0-5-0-measured-in-gigawatts Mon, 01 Dec 2025 12:00:00 GMT The industry's favorite unit quietly changed from parameters to power. What datacenter buildouts look like from inside an industry that pours actual concrete. https://changelog.ciprari.ai/v0-4-0-my-smart-home-becomes-sentient https://changelog.ciprari.ai/v0-4-0-my-smart-home-becomes-sentient Mon, 03 Nov 2025 12:00:00 GMT I built a smart-home and media control platform. The entities are modeled beautifully. The lamp still turns on when nobody asked. https://changelog.ciprari.ai/v0-3-0-mcp-usb-c-of-ai https://changelog.ciprari.ai/v0-3-0-mcp-usb-c-of-ai Mon, 06 Oct 2025 12:00:00 GMT Model Context Protocol went from spec to default in about a year. A field guide to why boring protocols win, from someone whose job is gluing systems together. https://changelog.ciprari.ai/v0-2-0-the-40-dollar-server https://changelog.ciprari.ai/v0-2-0-the-40-dollar-server Mon, 08 Sep 2025 12:00:00 GMT A love letter to boring infrastructure, dusty hardware, and the uptime nobody puts on a slide. https://changelog.ciprari.ai/v0-1-0-ai-that-reads-blueprints https://changelog.ciprari.ai/v0-1-0-ai-that-reads-blueprints Mon, 18 Aug 2025 12:00:00 GMT The origin story of the takeoff-analysis agent: what happens when a language model meets thirty years of construction-document tradition.