Specor BlogProduct insights, engineering deep-dives, and company news from Specor.https://blog.specor.ai/Specs That Know Their Own Numbers: Connecting Live Metrics to Your Product Modelhttps://blog.specor.ai/specs-that-know-their-own-numbers/https://blog.specor.ai/specs-that-know-their-own-numbers/Every spec defines success metrics. Almost none of them know their current value. Here's what changes when a Metric in your product model reads its real number live.Mon, 15 Jun 2026 00:00:00 GMTMCP and the AI-Native Product Stack: Giving Coding Agents Product Contexthttps://blog.specor.ai/mcp-ai-native-product-stack/https://blog.specor.ai/mcp-ai-native-product-stack/AI coding assistants are only as good as the context they have. Here's how MCP lets engineering agents query your product graph before writing code.Sat, 13 Jun 2026 00:00:00 GMTWhy 'Single Source of Truth' Usually Fails — And How Semantic Versioning Fixes Ithttps://blog.specor.ai/single-source-of-truth-fails/https://blog.specor.ai/single-source-of-truth-fails/Every team wants a single source of truth. Most attempts decay within months. Here's why that happens and what makes a versioned, structured product model different.Thu, 11 Jun 2026 00:00:00 GMTFrom Feature Tickets to Semantic Graphs: A New Mental Model for Producthttps://blog.specor.ai/from-tickets-to-semantic-graphs/https://blog.specor.ai/from-tickets-to-semantic-graphs/Tickets describe work to be done. Graphs describe what the product actually is — and why that difference changes how your whole team understands dependencies.Tue, 09 Jun 2026 00:00:00 GMTThe Hidden Cost of Product Drift: When Spec, Design, and Code Divergehttps://blog.specor.ai/hidden-cost-of-product-drift/https://blog.specor.ai/hidden-cost-of-product-drift/The gap between what was specified, what was designed, and what was built is one of the most expensive and least-measured problems in software teams.Sat, 06 Jun 2026 00:00:00 GMTGit for Product Teams: Applying Version Control Thinking to Product Designhttps://blog.specor.ai/git-for-product-teams/https://blog.specor.ai/git-for-product-teams/Branching, committing, merging, rolling back — engineers have used these primitives for decades. What do they look like when applied to product definitions?Thu, 04 Jun 2026 00:00:00 GMTWhy Your PRD Is Already Out of Date (And What to Do About It)https://blog.specor.ai/prd-already-out-of-date/https://blog.specor.ai/prd-already-out-of-date/Product requirements docs rot the moment you write them. Here's why static docs fail and what a versioned, living product model looks like instead.Tue, 02 Jun 2026 00:00:00 GMT