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# fluidfix live session — 2026-08-30 17:52:30 (local) — unedited transcript
# host: Darwin 25.5.0 · python 3.14.4 · one continuous session, no commands removed, absolute wall-clock stamps
$ fluidfix --help | head -6
[17:52:30.057] usage: fluidfix [-h] {guard,repair,packet,selfcheck} ...
[17:52:30.057]
[17:52:30.057] fluidfix CLI. fluidfix guard ROOT [--interval 900] [--commit] [--observer
[17:52:30.057] mechanical|claude] fluidfix repair ROOT --file pkg/mod.py [--python VENV_PY]
[17:52:30.057] [--observer mechanical|claude] fluidfix packet ROOT --file pkg/mod.py
[17:52:30.057] [--python VENV_PY] fluidfix selfcheck
[exit 0]
$ fluidfix selfcheck
[17:52:30.117] router vs reference, all 4096 (F1,A1,Fq): 4096/4096
[17:52:30.117] identity route(F1,A1,F1)==A1: 256/256
[17:52:30.122] composition route(o2, route(o1, q)): 4096/4096
[17:52:30.122] lanes: EMIT/ADVANCE/HALT on 256 states: 0 wrong
[17:52:30.122] termination: every mask drains (1024 total steps)
[17:52:30.122] SELFCHECK PASS
[exit 0]
$ ls && pytest -q | tail -1
[17:52:30.136] billing.py
[17:52:30.136] company_rules.py
[17:52:30.136] invoices.py
[17:52:30.136] metrics.py
[17:52:30.136] test_billing.py
[17:52:30.136] test_invoices.py
[17:52:30.136] test_metrics.py
[17:52:30.311] 3 passed in 0.01s
[exit 0]
$ sed -i '' 's/(1 + rate)/(1 - rate)/' billing.py && git commit -am 'ship pricing v2' && git log --oneline -1
[17:52:30.353] b1e7966 ship pricing v2
[exit 0]
$ pytest -q | tail -2
[17:52:30.533] FAILED test_billing.py::test_tax - assert 90.0 == 110.00000000000001
[17:52:30.533] 1 failed, 2 passed in 0.01s
[exit 0]
$ fluidfix guard . --commit
[17:52:32.204] [17:52:32] billing.py: repaired line 2 in 4 suite runs (0.7s):
[17:52:32.204] - return p * (1 - rate)
[17:52:32.204] + return p * (1 + rate)
[17:52:32.260] committed
[exit 0]
$ git log --oneline -2 && git show HEAD --stat | head -8
[17:52:32.282] 2ee9a89 fluidfix: restore billing.py:2
[17:52:32.282] b1e7966 ship pricing v2
[17:52:32.293] commit 2ee9a898cfb2c852d21a5c10d091009ce092c3d6
[17:52:32.293] Author: devkancheti4-design <kanchetiindu9@gmail.com>
[17:52:32.293] Date: Sun Aug 30 17:52:32 2026 +0530
[17:52:32.293]
[17:52:32.293] fluidfix: restore billing.py:2
[17:52:32.293]
[17:52:32.293] - return p * (1 - rate)
[17:52:32.293] + return p * (1 + rate)
[exit 0]
$ sed -i '' 's/get("tax", 0)/get("tax")/' invoices.py && git commit -am 'ship invoicing v3'
[exit 0]
$ fluidfix guard . --commit; echo "guard exit code: $?"
[17:52:33.566] [17:52:33] REFUSED: fault is outside the taught vocabulary (candidate files tried: invoices.py). Teach the class once — register() an observation + transform — and its whole family becomes free.
[17:52:33.566] refusal report: /private/tmp/claude-501/-Users-kanchetidevieswar-neo/2682cc83-6aee-4dbf-b1f4-1dccd45624a1/scratchpad/videos/live/.fluidfix/last_refusal.json
[17:52:33.572] guard exit code: 2
[exit 0]
$ cat .fluidfix/last_refusal.json
[17:52:33.580] {
[17:52:33.580] "status": "refused",
[17:52:33.580] "candidates": [
[17:52:33.580] "invoices.py"
[17:52:33.580] ],
[17:52:33.580] "seconds": 1.1500039100646973,
[17:52:33.580] "hint": "fault class is outside the taught vocabulary; register() it once and its family becomes free"
[17:52:33.580] }
[exit 0]
$ cat company_rules.py
[17:52:33.585] # company_rules.py — version this file next to the code it maintains
[17:52:33.585] # Taught from ONE worked example (incident INC-2041):
[17:52:33.585] # due += inv["amount"] + inv.get("tax") <- summed None, crashed
[17:52:33.586] # due += inv["amount"] + inv.get("tax", 0) <- the fix
[17:52:33.586] register(
[17:52:33.586] 4, # kind: 0-15, one per class
[17:52:33.586] "missing-get-default", # name
[17:52:33.586] 'a .get(key) with no default, letting None poison arithmetic', # what an
[17:52:33.586] # observer must see (LLM observers get
[17:52:33.586] # this sentence verbatim)
[17:52:33.586] re.compile(r"\.get\((\"[^\"]+\"|'[^']+')\)"), # signal: when a line
[17:52:33.586] # can exhibit the class
[17:52:33.586] lambda line, o: re.sub(r"\.get\((\"[^\"]+\"|'[^']+')\)",
[17:52:33.586] r".get(\1, 0)", line), # the repair transform
[17:52:33.586] )
[exit 0]
$ fluidfix guard . --commit --dictionary company_rules.py
[17:52:33.635] dictionary company_rules.py: 1 fault class(es) registered
[17:52:34.980] [17:52:34] invoices.py: repaired line 4 in 4 suite runs (0.7s):
[17:52:34.980] - due += inv["amount"] + inv.get("tax")
[17:52:34.980] + due += inv["amount"] + inv.get("tax", 0)
[17:52:35.035] committed
[exit 0]
$ sed -i '' 's/get("ms", 0)/get("ms")/' metrics.py && git commit -am 'ship metrics v2'
[exit 0]
$ fluidfix guard . --commit --dictionary company_rules.py
[17:52:35.124] dictionary company_rules.py: 1 fault class(es) registered
[17:52:36.282] [17:52:36] metrics.py: repaired line 4 in 3 suite runs (0.5s):
[17:52:36.282] - acc += s.get("ms")
[17:52:36.282] + acc += s.get("ms", 0)
[17:52:36.336] committed
[exit 0]
$ git log --oneline -8
[17:52:36.358] 62aa375 fluidfix: restore metrics.py:4
[17:52:36.358] 770e786 ship metrics v2
[17:52:36.358] e58a96b fluidfix: restore invoices.py:4
[17:52:36.358] 58342e0 ship invoicing v3
[17:52:36.358] 2ee9a89 fluidfix: restore billing.py:2
[17:52:36.358] b1e7966 ship pricing v2
[17:52:36.358] 6493a75 deploy billing service
[exit 0]
$ pytest -q | tail -1
[17:52:36.530] 3 passed in 0.01s
[exit 0]