From 4387087a2869d230b23a443f98f0a92f25897bb4 Mon Sep 17 00:00:00 2001 From: ulmentflam Date: Tue, 28 Jul 2026 13:50:41 -0400 Subject: [PATCH] Add a demo GIF to the README MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Shows the whole heal loop in one take rather than a --help screen: a supervised training run hits a CUDA OOM, the oom pattern detector fires, the oom_halve_batch rule restarts the child with BATCH_SIZE halved from 8 to 4, the rerun completes, and the incident lands in the ledger. Three beats — the run, a grep of the process log proving batch 8 crashed and batch 4 finished, and `autosentry incidents list` for the paper trail. That's the README's own tagline (catch the failure, fix it, leave a paper trail) shown instead of asserted. The recording is a real run, not a mock-up: docs/demo/train.py genuinely OOMs at BATCH_SIZE >= 8 and genuinely succeeds below it, so the rule has an actual failure to fix. If the healing path regresses, re-rendering produces a GIF that visibly fails to heal. Source lives in docs/demo/ as a VHS tape plus the scenario files, so the GIF is regenerable when the CLI output changes rather than being an opaque binary nobody can reproduce. The tape records out of /tmp/autosentry-demo so the supervisor's absolute cwd= stays readable at GIF width and every take starts from clean state. 257 KB after gifsicle, 21s, 1000x720. Co-Authored-By: Claude Opus 5 (1M context) --- CHANGELOG.md | 10 ++++++++ README.md | 6 +++++ docs/demo.gif | Bin 0 -> 257498 bytes docs/demo/README.md | 49 ++++++++++++++++++++++++++++++++++++ docs/demo/autosentry.yaml | 41 ++++++++++++++++++++++++++++++ docs/demo/demo.tape | 51 ++++++++++++++++++++++++++++++++++++++ docs/demo/train.py | 38 ++++++++++++++++++++++++++++ 7 files changed, 195 insertions(+) create mode 100644 docs/demo.gif create mode 100644 docs/demo/README.md create mode 100644 docs/demo/autosentry.yaml create mode 100644 docs/demo/demo.tape create mode 100644 docs/demo/train.py diff --git a/CHANGELOG.md b/CHANGELOG.md index 733ef55..3d2bc86 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,16 @@ project follows [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [Unreleased] +### Added + +- **Demo GIF in the README.** Shows the heal loop end to end: a + supervised run OOMs, the `oom_halve_batch` rule restarts it with + `BATCH_SIZE` halved, training completes, and the incident lands in the + ledger. It's a real run — the stand-in `train.py` genuinely fails at + `BATCH_SIZE=8` and genuinely succeeds at `4`, so a regression in the + healing path shows up as a demo that no longer demonstrates anything. + Source and regeneration steps in `docs/demo/`. + ## [0.14.0] — 2026-07-28 ### Fixed diff --git a/README.md b/README.md index 90fcab1..94d630c 100644 --- a/README.md +++ b/README.md @@ -14,6 +14,12 @@ Watch a command, catch the failure, fix it, leave a paper trail. [![pyrefly](https://img.shields.io/badge/typed-pyrefly-blueviolet.svg)](https://github.com/facebook/pyrefly) [![License: Apache 2.0](https://img.shields.io/badge/license-Apache--2.0-blue.svg)](./LICENSE) +
+ +A terminal session: autosentry supervises a training run, catches a CUDA out-of-memory error in the log, matches it to the oom_halve_batch rule, restarts the process with BATCH_SIZE halved from 8 to 4, and the run completes. The process log shows the crash at batch_size=8 and the success at batch_size=4; autosentry incidents list shows the incident recorded with its detector, rule, and action. + +A real run — `train.py` actually OOMs at `BATCH_SIZE=8`. Source in docs/demo/. + `autosentry` supervises a long-running command — an ML training run, a data diff --git a/docs/demo.gif b/docs/demo.gif new file mode 100644 index 0000000000000000000000000000000000000000..860b2bcf8761a7e10be523384805010b790be9c8 GIT binary patch literal 257498 zcma&NX*iVsANGIEHH%>eGuE*-27@seyQCWX&R7ycW67>0723ww*G7a?jD44VOEs2+ zkfdlIrKluHX!ZB~ZO8FH?)$<0Y#z*m>-9d*&-r;@=P_exZDFw6cL_QLepdygWtFMM zCd2ne#Bq4pT`Il3H)&3X28ZsRIeT7OmMD%R)YR6uw6$Td62c-fM~(z0C8teIJ(Q4C zJQf*^laR*>N%h^jEha8GIyN!$_=%LXl8D$YNhxCgz<{ubw3M`>grq#1U5*tJmzI?; zyiznf_k8{P`o_k_uV25vd|BJx-bSH?F0%3#-o1PN;>FgFE$;mMpT9pB7e7i$%6WcqTuYq-g#Z8` z_X7rl0owq1=QHpRCV<$cG9sid6{py3I z_PB|oH(#%IpLMwL{L5C~`3GNqZ8PGT35iL`DXD4c8JStx7g;%%a`P_d7wn*1y>`90 zgk4%zUQt<9T~k|E-_Y1}qq(KEt-YhOtGlQ7=FVX5aQX*!hPgA|(XspE6O#|79!@{n znbYjt(`V0LynOYVJOAeG!n^m2OCLUdTK>H9W%cXYxApHEn_EAA{`&pr?=}GCleTJR z_b1F6inxzNmNEbljLkKxhs6WQ=v@{KBQ53kqQo`DrnXutMsuH-_$j2dR^BhT>#7&P z+g3GkwZTYdu9ltbxP3)J?v1of`;wfLVccr7?_iKH9Aae_d7NvUAP8d^iiEb;&)zr{ 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completes below it | +| `autosentry.yaml` | Demo config — one `oom` pattern detector, one rule, Claude disabled | + +## Regenerating + +Needs `vhs` (which pulls in `ttyd` + `ffmpeg`) and `gifsicle`: + +```bash +brew install vhs gifsicle +``` + +From the repo root: + +```bash +make install # so `autosentry` is the local build +PATH="$(make -s venv-info)/bin:$PATH" vhs docs/demo/demo.tape +gifsicle -O3 --lossy=30 --colors 64 docs/demo.gif -o docs/demo.gif +``` + +The tape puts `PATH` in front deliberately: it records whatever +`autosentry` resolves to, so without this the GIF would silently capture +a stale globally-installed version instead of the code in this checkout. + +The recording runs out of `/tmp/autosentry-demo` (set up and torn down +inside the tape) rather than the repo, so the supervisor's absolute +`cwd=` stays short enough to read at GIF width and each take starts from +a clean state directory. + +## If you change the demo + +Keep it under ~25 seconds and re-run `gifsicle` — the committed GIF +should stay well under 1 MB so the README loads fast. Check the result +before committing; a truncated GIF renders as a broken image on GitHub +and is easy to miss locally. diff --git a/docs/demo/autosentry.yaml b/docs/demo/autosentry.yaml new file mode 100644 index 0000000..2e9af9b --- /dev/null +++ b/docs/demo/autosentry.yaml @@ -0,0 +1,41 @@ +process: + kind: local + command: ["python3", "train.py"] + cwd: "." + restart_policy: + max_restarts: 5 + cooldown_seconds: 0 + +monitor: + # Tighter than the 30s default so the demo doesn't spend its runtime + # waiting on a poll tick. + poll_interval_seconds: 1 + log_dir: ".autosentry/logs" + +detectors: + - kind: pattern + name: oom + regex: "(OutOfMemoryError|CUDA out of memory)" + - kind: exit_code + +rules: + - name: oom_halve_batch + match: { detector: oom } + action: + kind: restart_with_env + set: + BATCH_SIZE: half + notify: true + +healing: + claude: + enabled: false + +vault: + enabled: false + +notifiers: + - kind: log + +state_path: ".autosentry/state.json" +incidents_dir: ".autosentry/incidents" diff --git a/docs/demo/demo.tape b/docs/demo/demo.tape new file mode 100644 index 0000000..61d0d63 --- /dev/null +++ b/docs/demo/demo.tape @@ -0,0 +1,51 @@ +# autosentry README demo — the whole heal loop in one take. +# +# Regenerate from the repo root: +# PATH="$(make -s venv-info)/bin:$PATH" vhs docs/demo/demo.tape +# +# The recording runs out of /tmp/autosentry-demo rather than the repo so +# the supervisor's absolute `cwd=` in the log stays short and readable. +# Everything it needs is copied there in the hidden setup below, so the +# demo is a clean room every run — no leftover state from a prior take. + +Output docs/demo.gif + +Set Shell "bash" +Set FontSize 15 +Set Width 1000 +Set Height 720 +Set Padding 20 +Set Theme "Dracula" +Set TypingSpeed 40ms + +# ----- setup (not recorded) -------------------------------------------- +Hide +Type "rm -rf /tmp/autosentry-demo && mkdir -p /tmp/autosentry-demo/.autosentry" +Enter +Type "cp docs/demo/train.py /tmp/autosentry-demo/" +Enter +Type "cp docs/demo/autosentry.yaml /tmp/autosentry-demo/.autosentry/" +Enter +# BATCH_SIZE has to be a real env var, not just a config value: the +# `half` keyword resolves against the supervisor's environment. +# DEMO_STEP_DELAY paces train.py so the log is readable at GIF speed. +Type "cd /tmp/autosentry-demo && export BATCH_SIZE=8 DEMO_STEP_DELAY=0.45" +Enter +Type "clear" +Enter +Show + +# ----- beat 1: it catches the failure and fixes it ---------------------- +Type "autosentry run" +Enter +Sleep 9s + +# ----- beat 2: the fix actually worked ---------------------------------- +Type `grep -E "batch_size|OutOfMemory|complete" .autosentry/logs/process.log` +Enter +Sleep 4s + +# ----- beat 3: the paper trail ------------------------------------------ +Type "autosentry incidents list" +Enter +Sleep 5s diff --git a/docs/demo/train.py b/docs/demo/train.py new file mode 100644 index 0000000..b931b60 --- /dev/null +++ b/docs/demo/train.py @@ -0,0 +1,38 @@ +"""Stand-in training script for the autosentry demo. + +Emits realistic training log lines. At BATCH_SIZE >= 8 it runs out of +memory partway through and dies with a CUDA OOM traceback; at anything +smaller it trains to completion. That gives the demo a failure the +`oom_halve_batch` rule can actually fix, rather than a scripted fake. +""" + +import os +import sys +import time + +BATCH = int(os.environ.get("BATCH_SIZE", "8")) +STEP_DELAY = float(os.environ.get("DEMO_STEP_DELAY", "0.28")) + + +def log(msg: str) -> None: + print(msg, flush=True) + + +log(f"loading dataset shards … ok (batch_size={BATCH})") +time.sleep(STEP_DELAY) + +for step in range(1, 6): + if BATCH >= 8 and step == 4: + sys.stderr.write( + "Traceback (most recent call last):\n" + ' File "train.py", line 61, in \n' + " loss = model(batch).backward()\n" + "torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to " + "allocate 2.31 GiB (GPU 0; 23.68 GiB total capacity)\n" + ) + sys.stderr.flush() + raise SystemExit(1) + log(f"step {step}/5 loss {2.91 - step * 0.17:.3f} {14 * BATCH} tok/s") + time.sleep(STEP_DELAY) + +log("training complete — checkpoint written to out/final.pt")