Testing
API testing tools that generate tests from code, comparedSpec-driven fuzzers, traffic-recording tools, AI request assistants, and security-focused generators all claim to "generate API tests." A researched map of what each actually generates, from what source, and what it misses.7 min readAI Agents articles and guides
Posts on AI Agents from the team building Elva: field notes, numbers from production, and the reasoning behind the product.
5 posts, newest first · UpdatedGovernance
How teams actually control what AI agents can accessA researched map of the real tools behind "agent permissions": policy engines, non-human identity platforms, MCP's own OAuth flow, and cloud IAM for agents — four different layers people keep treating as one.8 min readAI Agents
API discovery platforms and marketplaces for AI agents in 2026A researched map of how AI agents and the teams building them find and call APIs at scale outside of MCP: public marketplaces, unified-API platforms, and OpenAPI-driven agent tool generation, and where each one stops short of governing who gets to call what.8 min readMCP
The best MCP tool discovery platforms in 2026A researched comparison of where AI agents and developers actually find MCP servers today — the official registry, community marketplaces, integration platforms, and packaged hosting — plus where governed private serving fits.8 min readEngineering
Scoring agent readiness: what the A–E grade actually measuresDescription coverage, schema completeness, auth clarity, and the weights behind the grade.9 min readShip notes, monthly
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