Coding Agents Reliability Evals Agent Framework

OctoTools

An Agentic Framework with Extensible Tools for Complex Reasoning

An open agentic framework that equips agents with extensible tools for complex reasoning and supports planning, tool use, execution, and verification workflows.

Recent stories

1 linked story

workflowPRIMARY2026-07-04

Agent builders trace tool failures to harness schemas and retries

Threads and papers traced agent reliability failures to harness details including tool schemas, state, retries, logs, and effort-level evals. Examples included Claude Code test loops, MCP server patterns, and OctoTools.