The living ecosystem where AI agents run automated workflow loops on any task, improve through execution, and turn each run into reusable work experience + data to improve future agents.

Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Ready To-Use skills, Compile any API spec into a lean, agent-native format. 10× smaller. OpenAPI, GraphQL, AsyncAPI, Protobuf, Postman.

Best DX + AX for Building the Best UX. An ultra-lightweight (~2.5KB) pure vanilla JavaScript framework with signal-based reactivity and built-in AI agent support.

SpecMem: 🧠 Unified Agent Experience and Cognitive Memory for Every Coding Agent

Open source tooling and scoring framework to measure how well services work for AI agents.

Wish-style SSH applications built with OpenTUI and deployed in a Cloudflare Container.

Stop teaching your coding agent the same lesson twice.

Eval Your Product for Agents: Docs Discoverability; API/CLI/SDK/MCP surfaces across Codex and Claude Code

LAP skills marketplace for Claude Code - 1,500+ auto-generated API skills

Run your agents full-auto in loops. When one actually needs a human, it pings your phone and waits 📟

Put your company's private web online, on your Cloudflare account.

Open Reflection Protocol — Turn agent failures into regression tests, reusable lessons, and measurable improvements. Built on OpenTelemetry.

Mount MCP servers as a filesystem. Plan 9 for the agent era.

AX Score - The Lighthouse for AI Agent Experience. Measure how agent-friendly your website or API is.

An agent writes a tool, the loop breaks it, and the agent repairs it. A separate verifier decides whether it passed. Live on Cloudflare Containers + Workers AI.

grep for your Claude Code conversations — regex + semantic search, agent-friendly output

LAP benchmark results — 500 runs, 50 specs, 5 formats. Agents run 35% cheaper with LAP.

Mount MCP servers as filesystems to access reads via standard file commands and perform writes through a CLI tool.

Score any OpenAPI spec /100 for DevEx + Agent Experience. x-capability pattern, Spectral governance, MCP generator.

Assets related to ensuring OpenAPIs are AI-Ready. This is part of a workshop delivered at the APIOps Conference in Helsinki, and a Jentic Webinar.. It demonstrates Jentic's API AI-Readiness Framework and CLI for scoring and improving OpenAPI Descriptions such that agents can safely discover and utilize.