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2 Commits
Author SHA1 Message Date
DottaandPaperclip 5787962454 fix(evals): report setup-inclusive model token totals (#17946)
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https://entire.com/gh/paperclipai/-/trails/108/changes/paperclip/108
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## Thinking Path

> - Paperclip Product E2E evaluations run real agent requests.
> - Model accounting includes setup, canceled requests and earlier
attempts.
> - Heartbeat token totals can omit setup requests.
> - The shared gateway journal retains final normalized usage for those
requests.
> - Reports should expose that usage once, with coverage and conflicts
visible.

## Linked Issues or Issue Description

Refs #17928.

**What happened?** The two-case qualification reports showed complete
model dollars from the shared ledger, while their headline heartbeat
tokens omitted setup. For example, the verified Codex campaign has nine
final requests, including setup requests, whose aggregate is only
available in private receipts.

**Expected behavior** The existing ledger report shows all-request token
totals, a setup subtotal and missing/conflicting usage counts. Heartbeat
and request totals remain separate.

**Steps to reproduce** Run a budgeted native marker case with an
asynchronous setup probe, then compare the heartbeat totals with final
request observations in its retained ledger.

## What Changed

- Aggregate final provider/gateway usage once per model request,
including setup and canceled requests. Ignore provisional observations
and infrastructure reservations.
- Expose uncached input, cache-read input, cache-write input and output
separately. Label reasoning as included in output. Preserve agreeing
optional reasoning from partial final receipts only when it fits the
complete output count.
- Check every final provider/gateway observation for conflicting
supplied fields, including partial receipts. Exclude ambiguous requests
and report their conflicting coverage. Missing token usage remains
visible.
- Preserve retained reports without the optional token field; validate
new counts and totals before dashboard regeneration.
- Keep the journal-bound experiment identity stable when adding derived
token presentation, so old accepted experiments can still be linked
without a reimport. Journal changes still invalidate the receipt.

## Verification

- Focused report and scheduled-operations tests: 54 passed.
- Eval TypeScript check passed after refreshing ignored Runner
declaration outputs.
- Regression covers duplicate sources, provisional usage, setup,
canceled requests, missing usage, conflicting final usage,
infrastructure exclusion and invalid retained totals, including nonzero
totals with zero contributing requests. All 32 partial-field subsets are
checked in both observation orders.
- Regenerated both real retained Claude and Codex reports successfully
with all final request tokens and existing experiment receipts, using
zero model calls.
- Broader checks run in CI. No model calls are needed for report
generation.

## Risks

The subtotal requires final normalized gateway/provider token
observations. Older journals and other telemetry sources can have
incomplete coverage, which remains explicit. Token totals do not
establish invoice reconciliation. The change does not alter paid
selection, routing or budgets.

## Model Used

OpenAI Codex, GPT-6 family, with reasoning, repository inspection and
code execution. The exact serving model ID and context window are not
exposed to this session.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-10-27 18:12:20 -05:00
DottaandPaperclip 3bd709df8b Operationalize Product E2E accounting, tracing, and scheduling (#17009)
## Thinking Path

> - Paperclip manages agents and the work they perform.
> - Product E2E tests exercise real agents, tools, setup and cleanup.
> - Repeated runs need retained costs and traces, including failed
attempts.
> - A passing retry must not hide earlier spending or feedback.
> - Recurring work also needs admission limits, private reports and
failure detection.
> - This change supplies those controls while keeping paid activation
behind existing gates.

## Linked Issues or Issue Description

Refs #16996 and #17158. This is the consolidated landing of the reviewed
eval operations stack: #17019, #17024, #17025, #17027, #17030, #17033,
#17035, #17038, #17043, #17044, #17048, #17050, #17051, #17092, #17096,
#17100, #17107, #17109, #17112, #17115, #17117, #17121, #17123, #17127,
#17130, #17133, #17134, #17137, #17140, #17143, #17154. The repository
permits squash merges only. A local rehearsal showed that squashing each
slice into master causes repeated conflicts in dependent slices. This PR
preserves their commits and lands their combined implementation in one
reviewed integration. Superseded slices will close after this merge.

## What Changed

- Retain every attempt's cost receipt, including setup, failures,
interruptions and retries. Separate reported amounts, estimates, missing
costs and reserved capacity in reports and dashboards.
- Add bounded request admission, exact model pricecards, gateway error
accounting, cache policy and reconciliation evidence. Refuse unsupported
routes and requests that cannot fit the allowance.
- Integrate Braintrust gateway traces and OTLP correlation, with secret
filtering and experiment imports. Record phase timing, including setup,
feedback capture and cleanup.
- Collect complaint and suggestion evidence after each attempt,
including recovery after failures. Retain explicit review dispositions
independently from the product grade.
- Add gated daily and weekly selections, measured forecasts,
setup/readiness checks, wall-time limits and retained monitor
notifications. Include declared non-model overhead in admission while
reporting the existing subscription separately.
- Keep recurring history private, bound uploads and retention, and use
isolated archive environments. Keep public publication an explicit
operation. Report and publication jobs install only the committed
lockfile, with scripts disabled and isolated stores; stale pins fail
closed.
- Integrate current master, preserve its Product E2E journey billing and
privacy checks, and test that shared setup receipts do not double-count
estimated agent usage. Preserve upstream fixture repairs.

## Verification

- Complete integration baseline
`0649a5ce7544ab20825c2183d2f421157db49f24` includes master
`a3e1d915a7110a4e115b46396a3f79e6dfb4d05e` and every original stack head
as ancestors.
- On that integration baseline, `pnpm test:e2e:runner:unit`: 4,012
Vitest tests passed, two skipped, across 193 files; all 137 Node
source-contract tests passed.
- Focused billing and Product E2E journey contract checks: 24 tests
passed. They cover estimates, unknown receipts, single-owner setup
costs, browser-only execution and private publication guards.
- Monitor and workflow wiring: all 96 Node tests passed. `node
scripts/check-token-gates.mjs`: all gates clean.
- `pnpm test:e2e:runner:typecheck` passes after the standard Runner
TypeScript build refreshed local declarations. The first attempt
rejected the new master `runner_prepared_launch` union member because
this checkout retained an older generated declaration; the source union
already contained that member.
- Current head `492b0708a1c531a023d9ac10f0f3dc6383cc1754` removes
dependency re-resolution from archive-authorized reporting jobs after
the security scan flagged it. All 15 workflow-security tests pass after
updating the old two-install assertion.
- Hosted [CI run
39965460180](https://github.com/paperclipai/paperclip/actions/runs/39965460180)
passes on the current repaired head, including typecheck, build, general
tests, Runner checks, browser shards and canary dry run. Greptile is 5/5
on this exact head with no unresolved threads. The security scan passes
after the fixed lockfile-resolution thread was resolved.
- Paperclip Review returned a terminal neutral check but an incomplete
0-file assessment on the repaired head: its platform blocked both diff
responses as prompt-injection content. This is not a successful code
review. No bypass or fabricated pass was attempted; current-head
Greptile, security and hosted CI are independent gates.
- No paid test, reservation release or recurring-run activation
accompanies this landing. Live route qualification and invoice
reconciliation remain separate evidence.

<details>
<summary>Retained earlier validation failures</summary>

Earlier broad local runs had two 15-second test timeouts (CLI poll
cadence and Retry validation), one embedded-database setup timeout, and
later PostgreSQL semaphore exhaustion. The exact timed-out tests passed
separately without larger timeouts; the broad-run causes were not
established. Those local failures remain distinct from subsequent hosted
CI results. The independent #17158 fix records its Muse fixture
collision, its UUID correction and hosted verification. Local Muse
execution was also blocked by macOS embedded-PostgreSQL startup. No
historical failure is treated as a successful paid qualification.

</details>

## Risks

- Admission is a local control, not a provider invoice cap. Missing
provider receipts or resource charges retain unknown amounts and holds;
estimates do not become billed dollars.
- The bounded path admits only documented local suites and provider
routes. Ordinary legacy or separate Runner protocol campaigns have
different controls. Merging this code does not qualify additional
routes.
- Recurrence still needs the existing enable gates and current
qualification/allowance evidence. Archive permissions and resources must
match the documented private-environment contract.
- Legacy reports may lack complete attempt or phase evidence. Reports
preserve that limitation and do not infer zero usage from missing data.

## Model Used

OpenAI GPT-6 through Codex, with reasoning, repository tools and code
execution. The exact deployment variant and context-window size are not
exposed by this session.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass (targeted checks;
full-suite host limitation disclosed above)
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [x] All Paperclip CI gates are green
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-10-23 07:18:37 -07:00