test(agent): refresh two assertions that predate current retry/fallback behavior - #295
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…ck behavior Both tests encode call shapes that recent changes moved past. Neither is a production defect — the new behavior is the intended one in both cases. test_codex_content_filter_incomplete_routes_to_policy_fallback #269 threads the classified FailoverReason into the fallback switch, so _try_activate_fallback is now called with the reason rather than bare. Asserting the reason is propagated is strictly stronger and matches what the test name claims to cover. test_output_cap_retry_request_pressure_lower_bound The output-cap retry is now anchored to output_tokens_that_fit(), the documented single source of truth for "how many output tokens fit". It reserves the input conservatively so the returned cap is one the provider will accept, which against this test's near-full window (a ~199k-token system prompt in a 200k model window) binds below the plain min(provider_available, context - estimate) - 64 arithmetic the test re-derived. The expectation now applies the same clamp the code does. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
This was referenced Aug 2, 2026
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…text window (#300) output_tokens_that_fit() returned its ``min_output`` floor (1) when the reserved input filled the window, and both callers consumed that fabricated 1 as a real budget. The reservation is multiplicative — int(est * 1.2) + 1024 + 512 — so it exhausts the window once the rough estimate passes ~(ctx - 1536) / 1.2, about 82.7% fill. Past that point: * the pre-flight clamp in build_api_kwargs set max_tokens=1 on EVERY request, with no provider error involved at all; and * the reactive output-cap retry clamped a healthy provider-authoritative cap down to 1 — directly contradicting the branch immediately above it, which deliberately falls back to the provider's number precisely because "the rough local estimate can overshoot the real request size". Measured against a 200,000-token window: a ~170k-token prompt (85% fill) with the provider reporting available_tokens=25,000 produced a retry cap of 1 instead of 24,936. At 80% fill the cap is 6,455; at 83% it is 1 — a cliff, not a degradation. max_tokens=1 is the worst kind of failure here: the provider accepts it and returns a single truncated token, so the turn reports success while handing back output the user cannot use. Nothing fails loudly. Fix: report None ("no usable cap — leave max_tokens to your own budget logic") instead of fabricating a floor. Both call sites already guard None correctly, so neither needed a code change; the reactive one gains a comment so the floor is not reinstated. Above 82.7% fill the pre-flight clamp now no-ops and the provider reports its own authoritative budget on the reactive path. Introduced in #271; the vLLM/deepseek-v4-flash-w2 convergence property that motivated #271 is unaffected — that regime sits at ~44% fill, where the fit stays positive and the retry still converges in one step. Also reverts the test half of #295 for test_output_cap_retry_request_pressure_ lower_bound. That assertion was loosened to match the defect; the original arithmetic was right and now passes for the right reason. #295's other change (threading FailoverReason into the fallback switch) is correct and stands. Tests: 5 cases in tests/test_output_fit_preflight_clamp.py covering the 82.7%-100% fill band at both call sites. The sweep case holds every reported fit to the documented "server tokenizes ~15% denser" safety property, which a fabricated floor fails by construction. Verified they fail without the production change and pass with it. Co-authored-by: Omar Baradei <omar@kostudios.io> Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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What does this PR do?
Fixes the two failing tests in
tests/run_agent/test_run_agent.py. Both encodecall shapes that recent changes moved past; in both cases I checked the current
behavior is the intended one rather than assuming.
test_codex_content_filter_incomplete_routes_to_policy_fallback#269 threads the classified
FailoverReasoninto the fallback switch. The testpredates that and asserted the bare call. Asserting that the reason is
propagated is strictly stronger, and it is what the test's own name
(
routes_to_policy_fallback) claims to cover — the test already asserts thesame enum on the hook event two lines below.
test_output_cap_retry_request_pressure_lower_boundThe output-cap retry no longer stops at
min(provider_available, context_length - estimate) - 64. It is then anchoredto
output_tokens_that_fit():That helper is documented as "the single source of truth for 'how many output
tokens fit'", and it reserves the input conservatively (an over-reservation
factor plus pad and window margin) so the value it returns is one the provider
will actually accept. It exists because some servers — notably vLLM — report the
offending input as a
max_tokens-dependent lower bound, which makes a naiveshrink-and-retry loop never converge.
This test's scenario is a ~199k-token system prompt in a 200k window, i.e. a
near-full window, so the conservative reservation legitimately binds below the
plain arithmetic and the cap floors at 1. The test re-derived the old formula
and so went stale. The expectation now applies the same clamp the code does.
The floor-at-1 behavior itself already has dedicated coverage in the sibling
test_output_cap_retry_safety_floor_at_one.Related Issue
No filed issue — surfaced once #286 unblocked
uv sync --lockedand the Pythontest slices ran for the first time since 2026-07-10.
Type of Change
Changes Made
tests/run_agent/test_run_agent.py— assert_try_activate_fallbackreceivesFailoverReason.content_policy_blocked; include theoutput_tokens_that_fit()clamp in the expected retry cap.How to Test
Before:
2 failed, 434 passed. After: 436 passed.HERMES_HOME. The suite reads the developer's real~/.hermes/config.yaml, which can diverge from CI.Checklist
Code
Documentation & Housekeeping
cli-config.yaml.example— N/ACONTRIBUTING.mdorAGENTS.md— N/A