https://glintbase.dev/blog Research, engineering insights, and documentation intelligence for the AI era. en-us Tue, 11 Aug 2026 18:50:58 GMT https://glintbase.dev/blog/token-tax-ai-docs https://glintbase.dev/blog/token-tax-ai-docs Empirical data shows how defective documentation causes AI coding agents to waste $433k per year in token overhead across a 10-developer team. Learn how to calculate and fix your documentation token tax. Mon, 10 Aug 2026 00:00:00 GMT AI Economics https://glintbase.dev/blog/agent-resilience-paradox https://glintbase.dev/blog/agent-resilience-paradox A new benchmark category is emerging: agent resilience. Discover why software that works perfectly for humans regularly fails AI coding agents — and how the Agent Readiness Score captures what traditional QA misses. Sun, 09 Aug 2026 00:00:00 GMT AI Readiness https://glintbase.dev/blog/llms-txt-machine-surfaces https://glintbase.dev/blog/llms-txt-machine-surfaces llms.txt is just the beginning. Learn the complete machine-readable documentation stack — llms.txt, mcp.json, OpenAPI, and semantic indexes — that turns your software into a first-class AI-operable surface. Sat, 08 Aug 2026 00:00:00 GMT Machine-Readable Documentation https://glintbase.dev/blog/state-of-agent-readiness-2026 https://glintbase.dev/blog/state-of-agent-readiness-2026 We ran AI agent journey simulations across 75 production software platforms and scored each one against the ARS 1.0 model. Here is what the data revealed about the state of machine-operable software in 2026. Fri, 07 Aug 2026 00:00:00 GMT Research https://glintbase.dev/blog/agent-readiness-cicd-gate https://glintbase.dev/blog/agent-readiness-cicd-gate Learn how to use the Glintbase CLI to run Agent Readiness checks as a CI/CD quality gate — blocking releases when documentation quality falls below a threshold, just like you block on failing tests. Thu, 06 Aug 2026 00:00:00 GMT Developer Tooling https://glintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software https://glintbase.dev/blog/Agent-readiness-missing-metric-in-modern-software Why software teams need to measure how well their products work for AI agents, not just humans. Fri, 26 Jun 2026 00:00:00 GMT Research https://glintbase.dev/blog/why-agents-use-the-web-differently https://glintbase.dev/blog/why-agents-use-the-web-differently Why agents retrieve, traverse, execute, and infer differently — and why software must be designed for that reality. Thu, 25 Jun 2026 00:00:00 GMT Research https://glintbase.dev/blog/AI-agents-needs-a-different-interface https://glintbase.dev/blog/AI-agents-needs-a-different-interface Why software needs an agent-facing layer, not just a human-facing UI. Wed, 24 Jun 2026 00:00:00 GMT Research https://glintbase.dev/blog/what-is-ai-readiness https://glintbase.dev/blog/what-is-ai-readiness Understanding how machine-operable software is changing the meaning of good documentation, good architecture, and good developer experience. Sat, 20 Jun 2026 00:00:00 GMT AI Readiness https://glintbase.dev/blog/docs-drift-is-killing-ai https://glintbase.dev/blog/docs-drift-is-killing-ai Why outdated documentation quietly breaks AI coding agents, and why static analysis plus runtime validation is becoming essential. Fri, 19 Jun 2026 00:00:00 GMT Documentation Intelligence https://glintbase.dev/blog/future-of-agent-operable-software https://glintbase.dev/blog/future-of-agent-operable-software Why the next generation of software will need machine-readable documentation, context layers, and operational structure for AI agents. Thu, 18 Jun 2026 00:00:00 GMT Research https://glintbase.dev/blog/why-most-rag-fails https://glintbase.dev/blog/why-most-rag-fails Why retrieval alone is not enough for technical docs, and why structural context beats simple vector search. Wed, 17 Jun 2026 00:00:00 GMT Engineering