Coding agents start every session blank. Mine get a map
My AI starts every session with zero memory of the repo. Here is the file map that fixed it for me: four layers, one authority order, and the measured costs.
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My AI starts every session with zero memory of the repo. Here is the file map that fixed it for me: four layers, one authority order, and the measured costs.
Sol, Terra, Opus 5 and Fable 5 on the same agent: a dead heat at the top, the same score at a quarter of the cost, and effort settings that can hurt.
Kimi K3 ties GPT-5.6 on the independent coding index at 4.6 times the runtime. GLM-5.2's $1.40 tokens cost $6.51 per task. The Chinese model hype, measured.