First run through the reasoning-cap proxy: a host-side proxy on port 8021
(since removed) that watches the streamed <think> block and, at ~4000 tokens,
splices in the end-of-thinking tag to force the model to answer. Single trial
of regex-log — the reproducible looper — with thinking ON.
1/1. The cap fired twice during the trajectory and the task passed.
llama_port=8021 in the trial config is the marker that this run went through
the proxy.
Mechanism validated: bounding reasoning at ~4000 tokens per turn converts the looper from fail to pass without turning thinking off. 4000 was a first guess, not a tuned value.
Get statistics instead of a single sample: repeat the two interesting tasks (regex-log, openssl-selfsigned-cert) K=5 each through the proxy.
llama-local/qwen3.6-35b-a3bagentharnesses.minimal_pi:MinimalPithinkingonreasoning budgetproxy · cap 4000 — see journal for the authoritative mechanismmaxTokens / contextWindow32768 / 131072agent timeout ×2.0trials1 of 1 — 1 pass · 0 failmean reward1.00tokens (job total)191,202 in / 10,248 outstarted / finished2026-07-02T18:01 / 2026-07-02T18:04wall clock3m23s| # | result | total | agent | in/out tok |
|---|---|---|---|---|
| 1 | PASS | 3m23s | 2m22s | 191202/10248 |