## Thinking Path > - Paperclip manages AI agents and their paid work. > - Budgets must prevent new work and stop reported overruns. > - Cost settlement also ran serial lifecycle reconciliation for every eligible company agent. > - That made request latency grow with unrelated idle agents and delayed results on stop delivery. > - This change separates atomic admission and accounting from durable asynchronous enforcement. > - Scoped live usage detects overruns without writing provisional ledger charges. > - The result is constant query scope for ordinary settlement and recoverable stop delivery. ## Linked Issues or Issue Description **What happened?** Settlement and budget checks entered company-wide lifecycle reconciliation. A company with 1,000 unrelated idle agents performed 1,001 accounting transactions for one ordinary cost evaluation. User requests could also wait for provider termination. Running usage checkpoints did not enforce reported monetary exposure. **Expected behavior** Keep the final reservation gate authoritative. Commit charges, scope blocks, and enforcement intent before returning. Deliver stop requests after commit. Read only applicable policies and execution scopes for ordinary charges. Stop long-running work when supported reported or priced usage establishes an overrun. **Steps to reproduce** 1. Create a disposable company with one company budget and idle agents. 2. Evaluate a charge below the budget with 0, 17, and 1,000 unrelated idle agents. 3. Compare query counts, company accounting transactions, and duration. 4. Use the controlled partial-usage and delayed-stop fixtures to check enforcement and request responsiveness. **Paperclip version or commit** The measured baseline is `6c9b87d0922f1ebfc43e8b0c36889ac5ba7b9837` from `master`. Related public work: Refs #16976, #2006, #3539, #13763, #14296, #16853, #13075. These cover the affected service charge, cancellation, and accounting paths. This change removes their shared reconciliation overhead. ## What Changed - Batch applicable policy exposure under the existing company accounting lock. Preserve exact fractional money and zero-reservation dispatch fences. - Commit a durable final budget dispatch claim before provider I/O. Retain a separate final issue/run ownership transaction through synchronous handoff, without holding the company accounting lock or awaiting provider work. Preserve native recovery lease checks and duplicate handoff fencing. Browser handoff rechecks current policy; it reuses a consumed rate slot only for the identical policy generation. - Separate ledger spend, live observed spend, and effective held capacity. Use the maximum of reservation and live observation for each unfinished operation. - Deliver budget cancellation through the existing coordinator. Revalidate generations and persist queued/running stop fences before external termination. Bound stop concurrency to four. - Apply agent holds only to the affected agent. Project budgets leave other projects running. Project real company transitions in bounded lifecycle batches. - Replace periodic broad reconciliation with durable pending work, startup repair, receipt replay, and concrete retry/window deadlines. Retain drain and idle-safety checks. - Enforce accepted cumulative usage checkpoints without provisional charges. Final accounting atomically replaces live exposure and settles reservations. - Add operator-gated budget spans, regression coverage, map updates, and a real-PostgreSQL comparison harness. No schema or first-party telemetry change. ## Verification - Full workspace `pnpm -r typecheck` passes on the final ownership fix, rebased onto `bbcf5dfe98`. Production `pnpm build` passes on final head `4c5f4de8b1`. Map, module-boundary, token, and Storybook catalog checks pass. - Focused real-PostgreSQL coverage includes the 292-case rebased accounting/dispatch run, 63 browser cases, 52 run-control/cancellation cases, 42 policy-generation cases, 77 lifecycle/commentary cases, and the exact Muse confirmation regression. Native executor unit coverage passes all 768 cases. Final ownership coverage passes: 74 adapter/use-case cases, nine public regression cases, and the additional deleted-project race. These exercise competing ownership, budget changes and charges between phases, zero/nonzero duplicate claims, rollback, recovery contention, read-only capacity rechecks, and controlled HTTP startup after commit. Another 74 pure/startup/tracing cases pass. The complete CI matrix and both 5/5 reviews passed on `1ac9b58`; its external security scan identified a stale-owner handoff race. The final fix restores synchronous issue/run ownership fencing after the accounting transaction commits. Final head `8e84f55ce8` has fresh Greptile 5/5 with zero new comments, Paperclip review 5/5, and a passing security scan. The complete latest-head [CI matrix](https://github.com/paperclipai/paperclip/actions/runs/39535189808) passes, including budget, browser, Runner, build, and canary jobs. The unchanged Runner close fixture passed on its sole same-head job retry. - Broad local `pnpm test:run` invocations were stopped before required source updates (rebase and review fixes). They are not claimed as full passes. Final full-suite coverage comes from the complete latest-head CI matrix; local focused coverage and the incomplete broad invocations are reported separately. - Reproduce performance with `pnpm --filter @paperclipai/server exec tsx ../scripts/benchmark-budget-enforcement.ts --baseline-ref=6c9b87d0922f1ebfc43e8b0c36889ac5ba7b9837`; repeat with `--reverse`. The harness uses disposable real PostgreSQL, 20 warm samples per variant/count, and records raw timings, SQL/lock counts, agent reads, unchanged agent state, and query plans. Final production-source measurement revision: `eff713a4f72c7f4b7a4002a701cb481d4bfccd95`; the extended harness is committed in `4c5f4de8b1`. | Unrelated idle agents | Baseline median / p95 | New median / p95 | Baseline SQL / locks | New SQL / locks | New agent reads | | --- | ---: | ---: | ---: | ---: | ---: | | 0 | 1.80 / 2.33 ms | 2.99 / 3.88 ms | 5 / 1 | 7 / 1 | 0 | | 17 | 15.53 / 19.55 ms | 2.24 / 2.60 ms | 90 / 18 | 7 / 1 | 0 | | 1,000 | 978.35 / 1,790.43 ms | 2.16 / 2.52 ms | 5,005 / 1,001 | 7 / 1 | 0 | - These measurements use local PostgreSQL 18.1 and Node 26.4.0 arm64. They isolate the cost-evaluation core and complete admission path, without hosted-region or provider latency. Prior-revision reversed-order controls also preserved the constant query counts; the final measurements above use the final production source. - Complete reserve → final ownership gate → immediate offline provider result is measured separately, with one responsible agent and one active operation at each unrelated-agent count. Admission p95 baseline/new: 0 agents **11.54 / 29.77 ms**; 17 agents **9.31 / 27.62 ms**; 1,000 agents **24.51 / 74.05 ms**. Baseline admission was already scoped; the stronger final fence adds bounded overhead. New counts stay constant at 53 Drizzle statements, three transactions, two company-accounting locks, and five agent-reading statements bound to the responsible agent. Zero unrelated-agent reads, exactly one provider callback per sample, and no leftover runs or holds. All admission scenarios stay below 250 ms. No external provider calls are included. - The partial-usage/delayed-termination fixture passed 20/20: receipt persistence p95 13 ms, receipt return to observed durable Stop fence p95 28 ms, complete receipt-start-to-fence p95 50 ms, unrelated database request p95 1 ms while termination was blocked. After releasing the controlled termination fixture, acknowledgement p95 was 14 ms. These are separately measured phases; fixture acknowledgement is not live-provider termination latency. - Models and provider deadlines are unchanged. No deployment, live inference, or staging acceptance is claimed. A quiet 30-minute follow-up waits for the merged revision on staging, then repeats classifier and controlled budget-stop acceptance in staging, recording hosted bookkeeping, queue delay, and actual provider acknowledgement separately. - Development failures retained: finalizer notification regressions (fixed; 27/27 affected cases passed), invalid browser admission fixture assumptions (fixed; browser coverage now passes 63/63), and first-head lifecycle/dispatch CI regressions (reproduced and repaired). A prior-head Cases E2E test hit its unchanged announcement-dismiss handler race while opening a filter; the same journey passed on `1ac9b58`. The external security review then found a stale-owner race between accounting commit and provider entry; final verification covers a competing run in that gap while retaining provider I/O outside the accounting lock. Early PostgreSQL startup attempts hit local semaphore pressure; serial reruns succeeded. The final-head Runner lane had one failure among 1,823 tests: the unchanged `timeout-attachment` fixture failed at its first process close after 6.28 seconds. The sole same-head job retry passed all 1,819 active tests (four skipped), including that fixture in 1.85 seconds. Three isolated local probes could not run correctly because the Rust fake-provider fixture binary was absent; cleanup masked the original startup failure. CI builds that fixture through its normal lane. These probes are inconclusive and are not counted as passes. ## Risks - This changes accounting, lifecycle, and cancellation ordering. Durable generations, source/sequence checks, ownership leases, and company locking remain required for correctness. - Provider stop acknowledgement can be slow or fail. Stop intent remains pending until existing termination proof succeeds; cancelled row status alone does not acknowledge delivery. - Mid-run limits depend on provider usage reports or supported price calculations. Providers that report only at completion cannot provide exact mid-call detection. - Signals are process-local wake hints for the supported single-active-writer model. Durable state and startup recovery remain authoritative. - There are no migrations, new queue tables, or cached balances. Repeat the classifier and controlled budget-stop acceptance after normal rollout. ## Model Used OpenAI Codex, based on GPT-6, with reasoning, tool use, code execution, and parallel coding agents. The host does not expose the exact backend model revision or context-window size, so those values are not asserted. ## 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 - [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>
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Costs and budgets
Operators inspect recorded spend and configure budget controls for the company, projects, and agents. Hard stops pause or prevent eligible work until the governing incident is resolved.
Feature ID: budgets-costs.
Implementation: costs and budget host, audit hub.
Agent access: companion.
Prompt injection classification is a separate prompt_injection service charge,
with user/agent/task/project attribution and no heartbeat receipt linkage. Unknown
billing retains its reservation until correction; agent deletion cannot erase
that hold. See accounting behavior.
Sub-features
cost-reporting:budgets-costs/cost-reporting— inspect spend by the offered time range and resource dimensions.budgets:budgets-costs/budgets— configure supported company/project/agent limits and inspect usage.incidents:budgets-costs/incidents— distinguish warnings, hard stops, and manual pauses.resolution:budgets-costs/resolution— raise or resolve a budget incident through authorized controls and verify resumption.subscriptions:budgets-costs/subscriptions— inspect subscription fees separately from API usage, edit owned prices, link duplicate accounts, and end or exclude tracking.accounting-recovery:budgets-costs/accounting-recovery— inspect missing or unresolved run costs and retry saved cost recording without rerunning the agent.
How to get to it (user POV)
cost-overview
Use Activity → Costs/Budgets in the streamlined shell, /costs in the production shell, or scoped project/agent budget panels.
budget-enforcement
Open the governing budget configuration and any resulting budget incident card.
subscription-accounts
Open Activity → Costs (or /costs in the production shell), then Subscriptions → View details. Choose Edit price for an account you can manage. Use Same subscription as another account? to link a duplicate paid account or seat.
cost-recording
Open the Costs overview and expand run costs unavailable or billing types unknown. Follow View run or the agent configuration link for context. Retry cost recording appears only for retryable entries and an eligible board user.
Driving it with Playwright and the Paperclip CLI
Preconditions: follow the baseline. Use synthetic low-cost events and small disposable budgets. Do not buy model usage merely to hit a threshold.
cost-overview
Automated: costs service covers cost contracts; embedded costs UI has narrow Audit-host coverage.
Manual: Inspect a known fixture run and reconcile recorded spend with the chosen period and resource. Switch the report period/company and inspect the By project breakdown; it is not a project-selector filter. Reload and check empty or unavailable cost data without treating missing data as zero spend.
budget-enforcement
Automated: budget service exercises soft incidents, hard stops, scope, and valid budget raises.
Automated: scoped budget accounting exercises cumulative running usage, reservation capacity, final settlement, project isolation, and concurrent admission. Budget cancellation exercises durable scoped cancellation, delayed providers, stale generations, and recovery. These controlled-provider tests establish enforcement semantics, not live provider termination latency.
Automated: hosted browser accounting covers separate browser holds, concurrent starts, final dispatch races, unknown POST outcomes, and exact terminal settlement. Browser caps reserve additional capacity alongside the parent run; internal holds are never returned as provider results.
Manual: With disposable budgets and a controlled streaming adapter, admit a run, report cumulative usage across its hard limit, and verify that new work is denied immediately while the existing run receives Stop asynchronously. Delay the Stop acknowledgement and verify that unrelated requests remain responsive. Use separate projects to verify scope isolation. Raise the budget before an unfenced cancellation attempt and verify that newly admitted work survives; retain an already committed Stop until its own acknowledgement. Use the explicit budget benchmark to compare 0, 17, and 1,000 unrelated idle agents.
Manual: Create a small fixture budget, cross its threshold with synthetic recorded spend, and verify the warning or hard-stop state. Attempt new work and confirm it is gated. Raise the correct budget through an authorized action and verify eligible continuation without clearing unrelated manual pauses.
subscription-accounts
Automated: Subscription card tests cover component states; subscription service, routes, and refresh cover accounting, authorization, revisions, and simulated provider discovery. These are not a live provider billing check.
Manual: Use disposable subscription fixtures and two authenticated people with different account audiences. Open details and verify personal/shared visibility, unknown-price labels, and separate currency totals. Save a known annual price, reload, and verify its monthly equivalent and user-supplied label. Link two editable records for the same paid seat; reload and verify one fee plus combined usage, retaining the selected target price. Try a stale revision and an account owned only by the other person. Mark tracking Ended or Excluded and verify the monthly subtotal changes without canceling the provider subscription or rewriting historical run costs. Simulate a failed account refresh and verify saved estimates remain distinguishable from zero or fresh data.
Sources: Subscription card, cost routes, subscription service, and report visibility.
cost-recording
Automated: Cost notice, quality report, and quality routes cover UI explanations, report scope, viewer/agent denial, and retry contracts. They do not prove arrival of a real provider receipt.
Manual: Use saved-cost fixtures for waiting-for-receipt, receipt-unavailable, unknown-billing, missing-model/price, and retryable states. Expand the notice, inspect the affected run, and verify the explanation matches its saved evidence. For a retryable entry, choose Retry cost recording, reload, and verify costs are recorded once while the run ID, transcript, task execution count, and original outcome stay unchanged. Repeat with no new receipt and with a failed recording attempt; neither may fabricate zero cost or start a model run. Sign in as a viewer and then an ordinary agent: check the read/mutation boundaries and denial. Keep unresolved budget holds visible until their own accounting obligations settle.
Sources: Cost notice, cost routes, quality report, and accounting retry.
Gotchas
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Retry cost recording consumes saved usage evidence. It does not rerun the agent, recover missing historical model metadata, or prove that a provider invoice is reconciled.
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A subscription fee is the full account or seat cost, including use outside Paperclip. Linking is for the same paid subscription; ending tracking does not cancel it at the provider.
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Paperclip cost accounting is not a provider invoice or a promise about externally billed spend.
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Company, project, and agent gates can overlap; fixing one may leave another active.
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A successful retry must not bypass an unresolved budget hold.
Storybook verification
resolution
Capability ID: budgets-costs/resolution.
Scope: ui Storybook: Mount BudgetIncidentCard with entered raised limit, invalid limit, keep-paused, applying, authorized/blocked and error states wired through actual host. Existing matrix handlers are no-ops. Production: POST /companies/{id}/budget-incidents/{id}/resolve must authorize scope-specific raise, persist resolution and resume eligible work while retaining overlapping budget/manual holds. Sources: Source: BudgetIncidentCard.tsx, Costs.tsx, budgets.ts, costs.ts, budgets.ts. Tests: budgets-service.test.ts, Costs.test.tsx