http://localhost:3000/blog/ Engineering insights on code-aware specs and the future of product management. en Mon, 24 Aug 2026 16:37:04 GMT http://localhost:3000/blog/ai-product-tools-2026/ AI product tools in 2026: the five categories that matter, what's hype, and why isolated point tools lose to a connected intake-to-track pipeline. Wed, 19 Aug 2026 00:00:00 GMT http://localhost:3000/blog/ai-product-tools-2026/ http://localhost:3000/blog/ai-ticket-tracker/ An AI ticket tracker updates status from code activity — PRs auto-link, drift gets flagged, and ticket hygiene stops being manual work. Here's how it works. Wed, 19 Aug 2026 00:00:00 GMT http://localhost:3000/blog/ai-ticket-tracker/ http://localhost:3000/blog/modern-ownership-decision-trail/ Owning a task now means owning its decision trail across Slack, email, PRs, and ticket comments. Why owners became archaeologists, and what fixes it. Wed, 19 Aug 2026 00:00:00 GMT http://localhost:3000/blog/modern-ownership-decision-trail/ http://localhost:3000/blog/product-knowledge-graph/ A product knowledge graph connects specs, tickets, PRs, and code into one queryable structure. Here's why AI product tools can't reason without one. Wed, 19 Aug 2026 00:00:00 GMT http://localhost:3000/blog/product-knowledge-graph/ http://localhost:3000/blog/intent-drift/ Engineers ignore the spec. AI ships code that looks done but isn't. Both open the same gap — intent drift — between what was asked for and what gets built. Wed, 20 May 2026 00:00:00 GMT http://localhost:3000/blog/intent-drift/ http://localhost:3000/blog/the-15-percent-tax-why-small-teams-re-debate-decisions/ Small teams burn 15 to 20 percent of meeting time relitigating settled decisions. ADRs and decision logs were supposed to fix this. Here is why they do not. Sat, 16 May 2026 00:00:00 GMT http://localhost:3000/blog/the-15-percent-tax-why-small-teams-re-debate-decisions/ http://localhost:3000/blog/how-product-managers-keep-up-with-engineers/ Engineers ship 55% faster with AI. PMs save four hours a week — mostly on typing. The asymmetry is breaking product teams. Here's the three-shift operating model that closes the gap. Mon, 04 May 2026 00:00:00 GMT http://localhost:3000/blog/how-product-managers-keep-up-with-engineers/ http://localhost:3000/blog/how-product-managers-keep-up-with-ai-in-2026/ 12 frontier models shipped in one week of March 2026. The PMs who keep up don't read more — they run a system. Here's the weekly cadence and 4 inputs that matter. Thu, 30 Apr 2026 00:00:00 GMT http://localhost:3000/blog/how-product-managers-keep-up-with-ai-in-2026/ http://localhost:3000/blog/how-to-write-a-product-management-skill-for-claude-code/ Author your first Claude Code skill for PM work — the SKILL.md anatomy, the description field that decides everything, and a working /draft-prd example. Thu, 30 Apr 2026 00:00:00 GMT http://localhost:3000/blog/how-to-write-a-product-management-skill-for-claude-code/ http://localhost:3000/blog/ai-coding-moved-the-bottleneck-to-pm/ Per-developer PR throughput went from 1–2 a week to 5–10. At 30 engineers that's 200 changes a week. Engineering isn't the constraint anymore — product and GTM are. Mon, 27 Apr 2026 00:00:00 GMT http://localhost:3000/blog/ai-coding-moved-the-bottleneck-to-pm/ http://localhost:3000/blog/close-the-loop-customer-feature-requests/ Closing the loop from customer ask to shipped feature is the single highest-leverage thing a B2B startup can do in 2026. Email release notes don't do it. Slack Connect does. Mon, 27 Apr 2026 00:00:00 GMT http://localhost:3000/blog/close-the-loop-customer-feature-requests/ http://localhost:3000/blog/ai-agents-for-product-management-what-works/ Only 25% of PM tools score highly on agentic capabilities. Here's an honest assessment of what AI agents can and can't do for product management today. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/ai-agents-for-product-management-what-works/ http://localhost:3000/blog/ai-agents-need-better-specs-not-better-models/ The model isn't the bottleneck. The spec is. Here's why your AI coding agent keeps building the wrong thing — and what to give it instead. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/ai-agents-need-better-specs-not-better-models/ http://localhost:3000/blog/best-jira-alternative-for-startups/ Jira was built for process. You need a tool built for shipping. Here's what actually matters in a PM tool for teams under 50 people. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/best-jira-alternative-for-startups/ http://localhost:3000/blog/claude-code-for-product-managers/ PMs are adopting Claude Code — a CLI tool built for engineers — to write specs, generate tickets, and run product workflows. Here's why it works and how to set it up. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/claude-code-for-product-managers/ http://localhost:3000/blog/claude-code-plugins-are-turning-engineers-into-pms/ 47 PM skills. Spec-driven workflows. Brainstorm-plan-implement pipelines. The Claude Code plugin ecosystem is building the 'Cursor for PMs' that YC asked for. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/claude-code-plugins-are-turning-engineers-into-pms/ http://localhost:3000/blog/connect-github-prs-to-product-roadmap/ Your engineers live in GitHub. Your board should too. Here's how to auto-sync PR activity to your product roadmap — no manual status updates. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/connect-github-prs-to-product-roadmap/ http://localhost:3000/blog/engineer-running-product-without-a-pm/ No PM? No budget for one? Here's the practical playbook for engineers who inherited the product role and need to ship without drowning in process. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/engineer-running-product-without-a-pm/ http://localhost:3000/blog/from-customer-feedback-to-product-spec/ 80% of customer feedback never gets analyzed. Here's the automated pipeline from raw feedback to structured, codebase-aware product spec — in 10 minutes. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/from-customer-feedback-to-product-spec/ http://localhost:3000/blog/jira-dependency-management-is-broken/ Jira dependency links are informational labels with zero scheduling impact. Here's why that matters — and what actual dependency intelligence looks like. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/jira-dependency-management-is-broken/ http://localhost:3000/blog/linear-vs-jira-vs-notion-for-ai-teams/ AI-first teams need spec-aware, code-connected PM tools. Here's how Linear, Jira, and Notion actually compare when AI agents are writing your code. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/linear-vs-jira-vs-notion-for-ai-teams/ http://localhost:3000/blog/prd-to-code-pipeline/ The gap between product spec and working code is where features go wrong. Here's the full PRD-to-code pipeline that AI is making possible in 2026. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/prd-to-code-pipeline/ http://localhost:3000/blog/spec-driven-development/ TDD had its moment. Now specs are the bottleneck. Spec-Driven Development is the methodology emerging from teams that ship with AI agents. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/spec-driven-development/ http://localhost:3000/blog/what-is-drift-detection/ Drift detection catches when your code diverges from your spec — before merge, not after launch. Here's what it is, why it matters, and how it works. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/what-is-drift-detection/ http://localhost:3000/blog/what-is-mcp-for-product-management/ Model Context Protocol is how AI coding agents access external knowledge. Here's what MCP means for product management — and why your specs should be MCP-accessible. Sun, 05 Apr 2026 00:00:00 GMT http://localhost:3000/blog/what-is-mcp-for-product-management/ http://localhost:3000/blog/chatprd-has-100k-users/ ChatPRD proved PMs want AI-written PRDs. But document generation is just the first step. Here's what's still missing. Sat, 28 Mar 2026 00:00:00 GMT http://localhost:3000/blog/chatprd-has-100k-users/ http://localhost:3000/blog/cursor-changed-how-we-code/ AI coding tools solved how to build. Nobody solved what to build. Here's why the spec layer is the real bottleneck — and what comes next. Sat, 28 Mar 2026 00:00:00 GMT http://localhost:3000/blog/cursor-changed-how-we-code/ http://localhost:3000/blog/how-to-write-a-prd-as-an-engineer/ You're an engineer who got handed PM work. Here's how to write a PRD that's actually useful — not a political document that rots in Notion. Sat, 28 Mar 2026 00:00:00 GMT http://localhost:3000/blog/how-to-write-a-prd-as-an-engineer/ http://localhost:3000/blog/no-open-source-pm-tool/ Cal.com did scheduling. PostHog did analytics. Nobody's done product management. Here's why open source is the right model for the spec layer. Sat, 28 Mar 2026 00:00:00 GMT http://localhost:3000/blog/no-open-source-pm-tool/ http://localhost:3000/blog/pm-tools-that-dont-talk-to-each-other/ Notion for specs. Linear for tickets. ChatPRD for drafts. Slack for glue. $50/month and nothing is connected. There's a better way. Sat, 28 Mar 2026 00:00:00 GMT http://localhost:3000/blog/pm-tools-that-dont-talk-to-each-other/ http://localhost:3000/blog/your-prd-stops-working-after-48-hours/ Every PRD has a 48-hour half-life. Here's why specs drift from reality — and what a 'living PRD' looks like in 2026. Sat, 28 Mar 2026 00:00:00 GMT http://localhost:3000/blog/your-prd-stops-working-after-48-hours/