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ac48add3a7
Tokens saved is the wrong headline for this feature. Micro-compaction is not an efficiency optimisation — the same summarization work happens either way. What it buys is (a) that work amortized across turns instead of one stall, and (b) a window kept low enough that a session runs much further before needing a hard compaction at all. Neither shows up in "net tokens saved". A session can save nothing on paper and still be a clear win on both counts. So the telemetry now carries occupancy: tokens_after as a share of the compaction threshold, plus the threshold and resolved window it was computed from. That is the number that says whether a session has headroom left. The report leads with it, and cross-references the batch `compression_attempt` lines already in the log so it can show how often the long pause actually fired — ideally never. Occupancy is read from the cached threshold only. The public `threshold_tokens` property resolves lazily and can issue a synchronous /models probe (#32221); telemetry must never be the thing that blocks a turn, so an unresolved window reports null. In practice a pass has already resolved it via the tail calculation, so the field is populated. A test pins the no-forcing behaviour directly against the emitter. The report is pure ASCII: `scripts/check_subprocess_stdin.py` currently dies on a cp1252 console before printing its results, and a diagnostic tool that crashes on the platform it is diagnosing is worse than no tool. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> |
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| .. | ||
| ci | ||
| lib | ||
| observability | ||
| tests | ||
| whatsapp-bridge | ||
| add_contributor.py | ||
| analyze_livetest.py | ||
| benchmark_browser_eval.py | ||
| build_model_catalog.py | ||
| build_skills_index.py | ||
| capture-cage-terminal.sh | ||
| check-windows-footguns.py | ||
| check_subprocess_stdin.py | ||
| contributor_audit.py | ||
| dev-sandbox.sh | ||
| discord-voice-doctor.py | ||
| docker_config_migrate.py | ||
| docker_rebootstrap_nous_session.py | ||
| generate_conformance_vectors.py | ||
| hermes-gateway | ||
| install.cmd | ||
| install.ps1 | ||
| install.sh | ||
| install_psutil_android.py | ||
| iso-certify.py | ||
| keystroke_diagnostic.py | ||
| kill_modal.sh | ||
| lint_diff.py | ||
| LIVETEST_README.md | ||
| micro_compaction_report.py | ||
| profile-tui.py | ||
| release.py | ||
| run_tests.sh | ||
| run_tests_parallel.py | ||
| sample_and_compress.py | ||
| smoke_nemo_relay_shared_metrics.py | ||
| tool_search_livetest.py | ||
| tool_search_livetest2.py | ||
| tool_search_livetest_ue.py | ||
| tool_search_livetest_ue_disc.py | ||
| tool_search_livetest_ue_hard.py | ||