What a 500-script migration taught me about when agent parallelism actually makes sense I...
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Your Agent Planned the Right Tools. It Still Crashed the Machine.
PeakBench separates logical planning from physical scheduling. Eight frontier models could recover dependencies yet still overload finite infrastructure.
I put my cost router on a neutral benchmark. It ranked near the bottom, and that's the interesting part
OmnisRouter cuts a real Claude Code bill by about half. I took it to RouterArena, an independent router benchmark, to get an outside check. Here's the honest result, warts and all,...
The Graph That Learns: Building Self-Improving Agent Loops
AI agents are getting very good at doing things. They can read a ticket, modify code, open a pull...