Apodex hands-on: reasoning that leaves the report and executes real tasks
huangyun_122 · x · 2026-08-25
A hands-on test of Apodex on a pet-business research task: it searches public sources, organizes data, runs code, and generates files with traceable sources, resuming from the affected step on errors. The author argues that while most agent harnesses can produce reports, executing real tasks is the true unit of capability.
Related event: Research Agent Apodex Praised in Hands-On Tests(4 posts)→
More from coding & agent
- LongRCA Bench: Diagnosing Failures in Long-Horizon Agent Trajectories — Yunfei Zhang · 2026-08-26
- Open-Source Guaardvark Simplifies ComfyUI with Voice Chat and MCP Integration — llama-of-death · 2026-08-26
- OpenAI: KV Cache is the largest and fastest-growing data structure in agentic inference — BenBajarin · 2026-08-26
- Claude Code Frontend Design Toolkit: 70+ Skills, Plugins and MCP Servers to Kill AI Slop — tom_doerr · 2026-08-26
- An "Artificial Civilization Scaffold" Could Make AI Smarter Without Any Retraining — New_User_1970 · 2026-08-26
- Idea: Build a Social Network Where Agents Roast and Collaborate — RileyRalmuto · 2026-08-26