From f2d30845a4e97671573abd694aa0a3daeb1e0635 Mon Sep 17 00:00:00 2001 From: Tobias Studer Date: Thu, 21 May 2026 16:09:18 +0200 Subject: [PATCH 1/3] feat(claude): post Claude spend alerts into Microsoft Teams (#030) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Hourly digest + edge-triggered threshold breach and forecast-at-risk cards posted to a Workflows incoming webhook on every successful Anthropic cost sync. Off by default; enable via TEAMS_WEBHOOK_URL. - New table `anthropic_alert_state` (idempotency ledger, one row per workspace×month with nullable threshold timestamps + forecast bool) - Auth-free `src/lib/anthropic/queries.ts` data layer reused by the dashboard server actions and the cron-time evaluator - Pure `forecastWorkspaceMonth()` (7-day trailing rate projection); `loadCostHistory()` batches per-workspace history into one query - Teams module: webhook POST with Retry-After-aware retry, Adaptive Card v1.4 renderers (digest, breach, forecast, stale-data warning), evaluator with fire-once-per-month threshold semantics - 322 unit tests pass; verified end-to-end against a Neon DB branch Spec: specs/030-claude-spend-teams-alerts/{plan,mockup,implementation-notes}.html Co-Authored-By: Claude Opus 4.7 (1M context) --- .../implementation-notes.html | 390 ++ .../030-claude-spend-teams-alerts/mockup.html | 967 +++++ specs/030-claude-spend-teams-alerts/plan.html | 1260 ++++++ .../verification-dashboard.png | Bin 0 -> 463930 bytes src/actions/anthropic-global.ts | 185 +- src/lib/anthropic/forecast-workspace.ts | 140 + src/lib/anthropic/queries.ts | 239 ++ src/lib/db/migrations/0019_bouncy_scourge.sql | 17 + src/lib/db/migrations/meta/0019_snapshot.json | 3729 +++++++++++++++++ src/lib/db/migrations/meta/_journal.json | 7 + src/lib/db/schema.ts | 35 + src/lib/env.ts | 8 + src/lib/sync/sources/anthropic-workspace.ts | 16 + src/lib/teams/cards.ts | 382 ++ src/lib/teams/evaluator.ts | 232 + src/lib/teams/format.ts | 35 + src/lib/teams/state.ts | 93 + src/lib/teams/types.ts | 95 + src/lib/teams/webhook.ts | 76 + tests/shims/server-only.ts | 4 + tests/unit/teams/cards.test.ts | 180 + tests/unit/teams/evaluator-diff.test.ts | 208 + tests/unit/teams/forecast-workspace.test.ts | 79 + tests/unit/teams/format.test.ts | 45 + tests/unit/teams/webhook.test.ts | 106 + vitest.config.integration.mts | 12 + vitest.config.ts | 8 + 27 files changed, 8381 insertions(+), 167 deletions(-) create mode 100644 specs/030-claude-spend-teams-alerts/implementation-notes.html create mode 100644 specs/030-claude-spend-teams-alerts/mockup.html create mode 100644 specs/030-claude-spend-teams-alerts/plan.html create mode 100644 specs/030-claude-spend-teams-alerts/verification-dashboard.png create mode 100644 src/lib/anthropic/forecast-workspace.ts create mode 100644 src/lib/anthropic/queries.ts create mode 100644 src/lib/db/migrations/0019_bouncy_scourge.sql create mode 100644 src/lib/db/migrations/meta/0019_snapshot.json create mode 100644 src/lib/teams/cards.ts create mode 100644 src/lib/teams/evaluator.ts create mode 100644 src/lib/teams/format.ts create mode 100644 src/lib/teams/state.ts create mode 100644 src/lib/teams/types.ts create mode 100644 src/lib/teams/webhook.ts create mode 100644 tests/shims/server-only.ts create mode 100644 tests/unit/teams/cards.test.ts create mode 100644 tests/unit/teams/evaluator-diff.test.ts create mode 100644 tests/unit/teams/forecast-workspace.test.ts create mode 100644 tests/unit/teams/format.test.ts create mode 100644 tests/unit/teams/webhook.test.ts diff --git a/specs/030-claude-spend-teams-alerts/implementation-notes.html b/specs/030-claude-spend-teams-alerts/implementation-notes.html new file mode 100644 index 0000000..eac6e60 --- /dev/null +++ b/specs/030-claude-spend-teams-alerts/implementation-notes.html @@ -0,0 +1,390 @@ + + + + + +Implementation Notes · Spec 030 + + + +
+ +
+

Implementation Notes

+

Running log of design decisions, deviations, tradeoffs, and open questions while implementing spec 030 (Claude Spend → Microsoft Teams).

+
+ Branch: worktree-ms-teams-report · + Neon: wt/ms-teams-report (br-frosty-rice-alo5bla5, parent main) · + Started: 2026-05-21 +
+
+ +

1. Setup

+ +
+ Decision +

Worktree-isolated DB branch before touching schema

+

2026-05-21 · Task 1

+

+ The worktree didn't have its own .env.local (gitignored). Copied from main repo, then branched + Neon project ai-developer-hub off main into wt/ms-teams-report via the + neon-worktree-branch skill. DATABASE_URL and DATABASE_URL_UNPOOLED now point + at the branch. Verified host differs from main's host. Production data is untouched by anything done in this + worktree. +

+
+ +

2. Schema & data model

+ +
+ Deviation +

Nullable workspace_id with two partial unique indexes — not "__default__" coalesce

+

2026-05-21 · Task 2

+

+ The plan specified workspaceId: varchar(64).notNull() and coalescing the Anthropic default workspace's + null to a sentinel string "__default__". While reading the existing schema I found that + anthropic_workspace_costs and anthropic_workspace_limits already solve this with + varchar(100) nullable + two partial unique indexes (WHERE workspace_id IS NOT NULL and + WHERE workspace_id IS NULL). I matched that pattern in anthropic_alert_state. +

+

+ Why: consistency across the whole Anthropic sub-schema. The coalesce approach would have required + a thin translation layer at every read/write site. The partial-index approach is invisible at the application + layer — Drizzle just sees a nullable column. +

+

+ Tradeoff: the queries module now has to be careful to compare workspace_id IS NULL + rather than = '__default__'. Documented as a contract comment on the queries module. +

+
+ +
+ Decision +

Added a regex check constraint on billing_month

+

2026-05-21 · Task 2

+

+ Added CHECK (billing_month ~ '^[0-9]{4}-(0[1-9]|1[0-2])$') so a malformed value (e.g. + '2026-13' or 'May') can't reach the table even if a future caller forgets to + validate. Cheap belt-and-braces — TS types are not enforced at the DB layer, and the value is small enough that the + regex won't show up in EXPLAIN plans. +

+
+ +

3. Data layer (queries.ts)

+ +
+ Decision +

Surgical extraction, not full refactor

+

2026-05-21 · Task 4

+

+ The spec said "refactor the server actions to delegate" — taken literally that meant moving every _get* + private function out of anthropic-global.ts (16 of them). I only moved the three the evaluator + actually needs (loadSyncStatus, loadDashboardKpis, loadWorkspaceList) and + left the other 13 private functions in place. The rest can migrate later if a second consumer emerges. +

+

Why: minimum diff, zero behavior change for any of the other 13 dashboard panels. Typecheck passes.

+

+ Mitigations from the plan all applied: import "server-only" at top, contract comment naming the + only two allowed callers, load* naming convention. +

+
+ +

4. Forecast module

+ +
+ Decision +

Forecast function signature gained limitCents parameter

+

2026-05-21 · Task 5

+

+ Plan signature was forecastWorkspaceMonth(workspaceId, month, today) but its return shape includes + crossesCapOn and status: "at_risk" | "on_track" — both of which require the cap. + Added a 4th param limitCents: number | null. Caller already has it on WorkspaceListItem. +

+
+ +
+ Tradeoff +

Simple 7-day trailing average over 14-day window, not OLS or EWMA

+

2026-05-21 · Task 5

+

+ Considered: weighted exponential moving average, OLS on day-of-month progression, or two-line piecewise to detect + inflection. Picked plain 7-day trailing because: (1) the forecast card already shows a 7-day rate as a fact, so the + projection "7-day rate × days remaining" is internally consistent with what the operator sees, (2) Anthropic spend + has strong weekly seasonality (weekday spikes, weekend dips), and a 7-day window naturally averages over that, (3) + EWMA would chase noise from a single backfill spike. +

+

+ Downside: a single "experiment Friday" spike pulls the 7-day rate up for a week. Acceptable — the next 7 days will + smooth it back out. +

+
+ +
+ Decision +

insufficient_data when < 3 distinct billed days this month

+

2026-05-21 · Task 5

+

+ Plan didn't specify the data-sufficiency threshold. Picked 3 distinct billed days inside the current billing + month. Fewer than that and the projection is dominated by noise — no card fires, evaluator ignores the workspace + for forecast purposes. Threshold breaches still fire normally; they don't depend on the forecast. +

+
+ +
+ Decision +

If already over cap → crossesCapOn = null, not today's date

+

2026-05-21 · Task 5

+

+ The forecast card shows "Crosses 100% on YYYY-MM-DD". If a workspace is already over, the threshold breach card + has already signaled that — the forecast doesn't need to also say "crosses today". Returning null + here lets the renderer omit the field instead of showing a confusing date. +

+
+ +

5. Teams module

+ +
+ Deviation +

Custom retry loop in webhook.ts instead of retryWithBackoff()

+

2026-05-21 · Task 6

+

+ The plan said "reuse retryWithBackoff() from src/lib/sync/framework.ts". Reading the + existing helper showed it retries on every error and ignores HTTP Retry-After. Microsoft's rate-limit + docs say to honor Retry-After on 429 and to retry only specific statuses (412/429/502/504), not + everything. Wrote a small Teams-specific retry that does both. +

+

+ Tradeoff: < 60 lines of duplicated structural code vs. forking the shared helper. Picked + duplication because the Teams retry has different semantics than the data-sync retry (status-specific, header-honoring) + and tangling them would make the data-sync retry harder to reason about. +

+
+ +
+ Decision +

Deep links use /claude/workspaces/[id], not /anthropic/workspaces/[id]

+

2026-05-21 · Task 6

+

+ Plan's example payloads used https://hub.unic.com/anthropic/workspaces/research-claude. The actual + route in this codebase is /claude/workspaces/[workspaceId]. Used that. encodeURIComponent + on the id for safety. +

+
+ +
+ Decision +

Workspace key abstraction: "__default__" for in-memory state only

+

2026-05-21 · Task 6

+

+ The DB stores workspace_id IS NULL for the default workspace (matching existing tables — see entry + under Schema). But the evaluator's state-machine maps need a non-null key for Map<string, ...>. + Coined a single helper keyFor() that maps null → "__default__" for in-memory keys only; + everything that hits the DB still passes the original string | null. Avoids the "__default__" leak + that I rejected at the schema layer. +

+
+ +
+ Tradeoff +

Persist state AFTER all cards have posted, not per-card

+

2026-05-21 · Task 6

+

+ Two options: persist after each card (so a mid-batch failure doesn't lose progress), or persist after all cards + succeed (so a mid-batch failure causes the next sync to re-post the cards that did make it). Picked the second + because: (a) re-posting an identical card to a Teams channel within the hour is benign (operator just sees a + duplicate), (b) the alternative leaves a half-fired state where some cards were "announced" but no operator knows + the others didn't make it. At-least-once delivery, idempotent on the receiver. +

+
+ +
+ Decision +

computeAlertDiff() exported as a pure function

+

2026-05-21 · Task 6

+

+ The evaluator's state-machine logic is pure (no DB, no side effects). Split it out as + computeAlertDiff() and exported it so unit tests can hammer the threshold/forecast invariants without + needing a database. Plan didn't spell this out; this is a structural improvement. +

+
+ +

6. Cron integration

+ +
+ Decision +

Static import of evaluator (revised in code review)

+

2026-05-21 · Task 7 → revisited in Code Review

+

+ First pass used a dynamic await import() to keep the "server-only" chain out of the + sync source's static graph. Quality review flagged it as a smell. With the tests/shims/server-only.ts + alias already in both vitest configs, static import works fine in tests too. Switched back to static import. +

+
+ +

7. Tests

+ +
+ Deviation +

Added a vitest server-only shim — not in plan

+

2026-05-21 · Task 8

+

+ Both unit and integration test configs now alias the server-only package to an empty shim at + tests/shims/server-only.ts. Required because the plan's "import "server-only" + at the top of queries.ts" mitigation breaks vitest unless aliased — the package only exists at + runtime under Next.js. Net effect on production: zero. Tests now run; production builds still enforce the + server-only invariant. +

+
+ +
+ Deviation +

Integration vitest config now loads .env.local

+

2026-05-21 · Task 8

+

+ Existing integration tests (e.g. invoice-sync.test.ts) silently rely on the caller exporting + DATABASE_URL before running pnpm test:integration. Added an explicit + dotenv.config({ path: ".env.local" }) at the top of vitest.config.integration.mts. Also + bumped hookTimeout from 10s to 30s to tolerate Neon cold starts on first connection. +

+
+ +
+ Decision +

Seed includes today's row in forecast integration tests

+

2026-05-21 · Task 8

+

+ Initial expectations assumed seed covered last 14 days ending yesterday. The function fills missing days with 0 + (correct behavior — missing means "not synced yet," treat conservatively). Updated seeds to include today's + row, which is more realistic anyway since the hourly cron writes a partial today row on every run. +

+
+ +
+ Result +

317/317 unit tests · 7/7 forecast integration tests · 0 lint warnings · clean typecheck

+

2026-05-21 · Task 8

+

+ Existing anthropic-workspace backfill tests passed unchanged. They now emit + [anthropic-api-costs] teams alerts posted=0 skipped=webhook_disabled in their logs — confirming the + kill-switch behavior works correctly when TEAMS_WEBHOOK_URL is unset. +

+
+ +

8. Verification

+ +
+ Result +

Dashboard renders unchanged after server-action refactor

+

2026-05-21 · Task 9

+

+ Navigated http://localhost:3001/claude in Chrome via the chrome-devtools MCP. Page renders with real + Neon-branch data — $2,438.76 MTD, 11 workspaces, KPIs, daily breakdown, historical trend, all 13 workspace budget + cards. Single console error is a static-asset 404 unrelated to this change. Server-action refactor is transparent. + Screenshot saved at specs/030-claude-spend-teams-alerts/verification-dashboard.png. +

+
+ +
+ Result +

Full evaluator flow verified end-to-end

+

2026-05-21 · Task 9

+

+ Hit /api/sync/anthropic-api-costs via curl with the cron Bearer token in four + configurations: +

+ + + + + + + + + + + + + + + +
RunTEAMS_WEBHOOK_URLposted=Confirms
1unset0Kill switch
2set (httpbin echo)4Digest + 3 forecast edges (first run)
3set1Idempotency — forecast cards suppressed
4set1State stable across runs
+

+ SELECT * FROM anthropic_alert_state after run 2 shows three rows with forecast_at_risk=true + on the workspaces the dashboard's "on pace 102%/103%/97%" cards flagged. Threshold timestamps remain NULL because + no workspace is currently over 80%. +

+
+ +
+ Open question +

Cleanup recommendation: production rollout step list

+

2026-05-21 · Task 9

+

+ The plan's rollout step list assumes the operator has a real Workflows webhook URL to test against. For our + verification I used httpbin.org/anything as a wire test. Before production rollout, the operator should: (a) + provision a real Workflows webhook in a Teams channel, (b) replace TEAMS_WEBHOOK_URL in Vercel, (c) + seed a synthetic over-limit workspace in staging to test the threshold path (didn't exist in current data). +

+
+ +

9. Code review pass

+ +
+ Result +

Three parallel agent reviews · 24 findings · 9 applied, 15 deferred/skipped

+

2026-05-21 · /simplify

+

+ Three xhigh-effort review agents ran in parallel (reuse, quality, efficiency). High-value fixes applied: +

+
    +
  • Reuse: Deleted fmtMoneyPrecise (duplicated formatCurrency from src/lib/utils.ts). Switched fmtAgo to wrap date-fns formatDistanceToNow (8+ existing call sites). Deleted unused fmtDate.
    • +
  • Quality: Removed dead ALL_THRESHOLDS export. Extracted projectedEomLabel() from a nested ternary in cards.ts. Trimmed the contract comment in queries.ts from 18 → 4 lines. Replaced linear workspaces.find() with a workspacesByKey Map. Fixed the misleading "at-least-once delivery" comment to honestly describe all-or-nothing batch semantics. Hoisted the dynamic import to static.
    • +
  • Efficiency: Killed an N+1 — forecastWorkspaceMonth is now a pure function; loadCostHistory() in queries.ts fetches all workspaces' daily costs in one SQL query and the evaluator fans out in JS. ~11 queries → 1. State upsert batched into a single INSERT...VALUES...ON CONFLICT instead of N round trips; redundant per-row transaction dropped (caller has withSyncLock).
    • +
+

+ Smoke-tested against the Neon branch after the refactor: clean state → posted=4 (digest + 3 forecast cards) → re-run → posted=1 (digest only, idempotent). Same behavior as pre-refactor, fewer queries. +

+

+ Deferred (out of scope for spec 030): the "__default__" magic string appears in 13 sites across the + codebase — extracting a shared DEFAULT_WORKSPACE_KEY constant is a cross-cutting cleanup, separate + ticket. Loading loadDashboardKpis as one query instead of two is a pre-existing pattern lifted + unchanged — also separate. +

+
+ +

10. Open questions for the spec author

+

(entries added as work progresses)

+ +
+ + diff --git a/specs/030-claude-spend-teams-alerts/mockup.html b/specs/030-claude-spend-teams-alerts/mockup.html new file mode 100644 index 0000000..2f422bf --- /dev/null +++ b/specs/030-claude-spend-teams-alerts/mockup.html @@ -0,0 +1,967 @@ + + + + + +Claude Spend → Microsoft Teams · Option 1 Mockup + + + +
+ +
+

Claude API Spend → Microsoft Teams

+

+ Option 1 mockup — Adaptive Cards posted into a Teams channel by the existing hourly Anthropic sync cron via an + incoming Workflows webhook (replacement for retired O365 Connectors). Three card variants are shown + in chronological order as they would appear in a real Teams channel: hourly digest, threshold-breach alert, and + forecast-at-risk alert. +

+
+ + +
+ + + + + + + + +
+
+
+ Claude Spend Alerts + Hourly digest, threshold breaches, and forecast risk — posted by Unic Hub +
+
+ Posts + Files + Spend dashboard ⤴ +
+ +
+ +
+
Today · 21 May 2026
+ + +
+
UH
+
+
+ Unic Hub + via Workflows + · 14:02 +
+ +
+
+

+ + Claude API spend · hourly digest +

+
+ May 2026 month-to-date · synced 14:01 CET · data is 1 min old +
+
+ +
+
+
+ MTD spend + $18,420 + ▲ 12% vs same day last month +
+
+ Workspaces > 80% + 3 of 11 + ▲ 2 since 09:00 +
+
+ Forecast + At risk + 2 workspaces projected to overshoot +
+
+
+ +
+
+
+ Top utilization · % of monthly limit + Spend / limit +
+ +
+ research-claude 102% + $5,120 / $5,000 +
+
+ +
+ support-bots 91% + $2,730 / $3,000 +
+
+ +
+ product-ai 84% + $4,200 / $5,000 +
+
+ +
+ engineering-prod 67% + $4,020 / $6,000 +
+
+ +
+ internal-tools 42% + $840 / $2,000 +
+
+
+
+ +
+ + + +
+
+ + Source: anthropic_workspace_costs · cron /api/sync/anthropic-api-costs · next post 15:01 +
+
+
+ Trigger: end of every successful hourly Anthropic sync. One post per channel per hour. Skipped if sync is stale (> 70 min) — a stale-data warning post is sent instead. +
+
+
+ + +
+
UH
+
+
+ Unic Hub + via Workflows + · 14:02 +
+ +
+
+

+ + Workspace over budget · research-claude +

+
+ Crossed 100% of monthly limit at 13:58 CET · first breach this month +
+
+ +
+
+ Workspaceresearch-claude + Monthly limit$5,000.00 + Spend MTD$5,120.40 · 102% + Last 24 h$612.18 · 3.4× the 30-day avg + Projected EOM$8,940 · +$3,940 over (78% overshoot) + Top modelclaude-opus-4-7 · 71% of spend +
+
+ +
+

+ Spend accelerated after a backfill job started at 11:20. The OLS forecast on the last + 14 days now exceeds the ceiling by $3,940. Recommended actions: raise the cap, + pause the workspace, or open the run-rate breakdown. +

+
+ +
+ + + + +
+
+ + Breach state stored — won't re-fire for the same workspace this month unless utilization drops < 80% and rises again. +
+
+
+ Trigger: any workspace crosses 80%, 100%, or 120% of anthropic_workspace_limits.monthly_cap since the previous sync. Idempotency on (workspace_id, threshold, billing_month). +
+
+
+ + +
+
UH
+
+
+ Unic Hub + via Workflows + · 14:03 +
+ +
+
+

+ + Forecast: product-ai projected to overshoot +

+
+ Linear forecast on the last 14 days · 89% confidence · status changed to at_risk +
+
+ +
+ +
+ +
+
+ Workspaceproduct-ai + Spend MTD$4,200 · 84% + 7-day run rate$210/day · ▲ 28% WoW + Projected EOM$5,890 · +$890 over + Crosses 100% on28 May 2026 · in 7 days + Driving modelclaude-sonnet-4-6 · +44% WoW invocations +
+
+ +
+ + + +
+
+ + Re-evaluated each sync. Auto-resolves and posts a "back on track" update when status returns to on_track. +
+
+
+ Trigger: forecastBudget() in src/lib/forecast.ts returns status: at_risk on this sync but was on_track on the previous sync. Edge-triggered, not level-triggered. +
+
+
+ +
+ +
+
+ ✎   Reply to Unic Hub…     📎 😊 🖼 ⋯ +
+
+
+
+ + +
+

How each card is produced

+

+ All three cards are static Adaptive Card v1.5 JSON payloads POSTed to a per-channel Workflows webhook URL. No bot, + no Entra app, no manifest — fire-and-forget HTTP from the existing hourly cron. Each post is a new message + (Workflows webhooks cannot edit in place). +

+ +
+
+

1. Hourly digest always

+

+ Posted once per successful sync. Pulls getDashboardKpis() + the top 5 entries from + getWorkspaceList() sorted by utilizationPct. Skipped if + getSyncStatus().isStale is true; a stale-data warning posts instead. +

+
+
+

2. Threshold breach edge-triggered

+

+ Fired once per workspace per threshold (80, 100, 120%) per billing month. Idempotency stored in a new + anthropic_alert_state table to survive cron restarts and re-runs. +

+
+
+

3. Forecast at-risk edge-triggered

+

+ Fired when forecastBudget() flips from on_track → at_risk, and + again when it flips back. Single source-of-truth: the same forecast already shown in the in-app dashboard. +

+
+
+ +
+ On track (< 80%) + Approaching limit (80–99%) + Over budget (≥ 100%) + Channel: Unic · FinOps for AI > Claude Spend Alerts + Webhook: https://prod-XX.westeurope.logic.azure.com/workflows/… +
+
+ +
+ + diff --git a/specs/030-claude-spend-teams-alerts/plan.html b/specs/030-claude-spend-teams-alerts/plan.html new file mode 100644 index 0000000..fb148bb --- /dev/null +++ b/specs/030-claude-spend-teams-alerts/plan.html @@ -0,0 +1,1260 @@ + + + + + +Plan · Claude Spend → Microsoft Teams (Option 1) + + + + +
+ + + + + +
+ +
+
Spec 030 · Claude Spend → Microsoft Teams
+

Implementation Plan — Option 1

+

+ Post Adaptive Cards into a Microsoft Teams channel from the existing hourly Anthropic sync via an + incoming Workflows webhook. Three card types: hourly digest, threshold-breach alert, forecast-at-risk + alert. No bot, no Teams app manifest, no Entra registration. +

+
+
Feature
030
+
Status
Plan · rev 2
+
Effort
~1.5 days
+
Risk
Low
+
+ +
+ Revisions in this pass + Self-review found three structural issues that would have hit during implementation. The plan now reflects the fixes — + sections marked (rev 2) below contain the updates. +
    +
  • Auth mismatch. Cron has no NextAuth session — every existing server action would return empty data. Solved by extracting an auth-free data layer at src/lib/anthropic/queries.ts.
    • +
  • Forecast & data sourcing. The existing forecastBudget() is for annual budgets, not workspace-monthly caps. Several card fields had no source. New forecastWorkspaceMonth() + "Top model" deferred to Phase 1.5.
    • +
  • Threshold model. Overlapping [80,100)/[100,120)/[≥120) ranges with an active boolean produced confusing semantics. Replaced with one row per workspace per month + three nullable "first-fired-at" timestamps. Each threshold fires exactly once per workspace per billing month.
    • +
+
+
+ + +

Scope

+ +

In scope

+
    +
  • One outbound POST to a Teams Workflows webhook URL per relevant event, fired at the end of the existing hourly Anthropic cost sync (/api/sync/anthropic-api-costs).
    • +
  • Three Adaptive Card v1.4 templates: hourly digest, threshold-breach (80% / 100% / 120%), forecast at-risk (state transition on_track → at_risk or back).
    • +
  • New table anthropic_alert_state for idempotency — alerts are edge-triggered, not level-triggered.
    • +
  • Stale-data guard: if the sync is stale, post a single stale-data warning instead of the digest.
    • +
  • Env-driven enable/disable. No UI changes in v1.
    • +
  • Tests: unit for the renderer, integration for the evaluator + state machine, manual test for an end-to-end webhook POST against a real channel.
    • +
+ +

Out of scope (deferred)

+
    +
  • Bot Framework / Universal Action refresh / auto-refreshing cards.
    • +
  • Per-user Activity Feed pings.
    • +
  • Teams personal tab embedding the dashboard.
    • +
  • Settings UI to toggle Teams posting, mute card types, or test a webhook (Phase 1.5).
    • +
  • Cards beyond the three above — see specs/030-claude-spend-teams-alerts/mockup.html for the visual contract and the "explore additional information" thread for backlog items.
    • +
  • Cross-product cards (Copilot, invoices, licenses) — deferred to a later spec.
    • +
+ +
+ Freshness ceiling + The sync runs hourly. "Real-time" here means "seconds after the hourly cron lands." Anthropic does not expose + webhooks for billing/usage events, so polling is the only architecture available. +
+ + +

Architecture

+ +

The integration is an additive post-step on the existing sync. No new cron, no new route, no new auth.

+ +
┌──────────────────────────────────────────────────────────────────────────────────┐ +│ GET /api/sync/anthropic-api-costs (Vercel Cron, hourly) │ +│ └─ makeCronSyncRoute(run, "Anthropic API costs") [existing] │ +│ └─ requireCronSecret(req) [existing] │ +│ └─ run() [existing, +1 step] │ +│ ├─ withSyncLock(...) → fetch Anthropic → upsert anthropic_workspace_costs │ +│ ├─ on success → stamp anthropic_sync_status [existing] │ +│ └─ on success → evaluateAndPostTeamsAlerts() [NEW, try/catch] │ +│ ├─ if !env.TEAMS_WEBHOOK_URL → return [no-op] │ +│ ├─ loadSyncStatus() [NEW · queries.ts] │ +│ ├─ loadDashboardKpis(month) [NEW · queries.ts] │ +│ ├─ loadWorkspaceList() [NEW · queries.ts] │ +│ ├─ forecastWorkspaceMonth(ws, month) [NEW · per workspace] │ +│ ├─ diff against anthropic_alert_state [NEW table] │ +│ ├─ build card payload(s): │ +│ │ • hourly digest (always, unless stale) │ +│ │ • threshold breach (per workspace × threshold, 1×/month) │ +│ │ • forecast at-risk (per workspace, on edge transition) │ +│ │ • stale-data warning (if isStale) │ +│ └─ for each payload: postCard(env.TEAMS_WEBHOOK_URL, payload) │ +│ └─ retryWithBackoff() — handle 429 / 5xx │ +└──────────────────────────────────────────────────────────────────────────────────┘ + │ + ▼ + https://prod-XX..logic.azure.com/... + (Workflows incoming webhook) + │ + ▼ + Microsoft Teams channel: Claude Spend Alerts + +──── Data layer (rev 2) ────────────────────────────────────────────────────────── + src/lib/anthropic/queries.ts ← auth-free pure DB queries (NEW) + │ + ├──→ called directly by the evaluator (no session, no admin gate) + └──→ wrapped by src/actions/anthropic-global.ts for admin UI + (requireAdmin + unstable_cache stay there, but no DB code below them)
+ +

Design choices

+
    +
  • Piggyback the sync, don't add a cron. Same freshness, one less moving part, no new auth.
    • +
  • Alert evaluation is non-blocking. Wrapped in try/catch; a failure logs but does not flip the sync to partial/failed. The sync's job is data integrity; alerts are a side effect.
    • +
  • Edge-triggered alerts. A workspace stuck at 110% does not spam the channel every hour — it posts once when it first crosses, and again only if it drops < 80% and rises again, or crosses a higher threshold.
    • +
  • Workflows webhook only — no bot, no Entra app. Confirmed: Action.Execute, Action.Submit, and refresh all require a bot. We use Action.OpenUrl exclusively.
    • +
+ + +

Data model

+ +

One new table. No new enums (the original tier enum was dropped — see rev 2 below). No changes to existing tables.

+ +

New table: anthropic_alert_state rev 2

+

+ One row per (workspace_id, billing_month) — the idempotency ledger. Each threshold has a nullable + *_fired_at timestamp: NULL means "never fired this month", non-NULL means "already fired, don't + fire again". Forecast tracking is stored as a boolean + timestamp pair on the same row (it's edge-triggered; + thresholds are not). +

+ +
src/lib/db/schema.ts (edit)// No new enum — the previous threshold enum is replaced by three nullable timestamp columns.
+
+export const anthropicAlertState = pgTable("anthropic_alert_state", {
+  id:                   serial("id").primaryKey(),
+
+  // workspaceId is varchar(64) NOT NULL. For the special "default" workspace
+  // (where Anthropic returns workspace_id = null), we coalesce to "__default__"
+  // before insert — see queries.ts. This sidesteps Postgres's NULL-is-not-equal-NULL
+  // gotcha on the unique index.
+  workspaceId:          varchar("workspace_id", { length: 64 }).notNull(),
+  billingMonth:         varchar("billing_month", { length: 7 }).notNull(),  // YYYY-MM
+
+  // Threshold alerts: fire-once-per-month, never re-fire.
+  threshold80FiredAt:   timestamp("threshold_80_fired_at"),
+  threshold100FiredAt:  timestamp("threshold_100_fired_at"),
+  threshold120FiredAt:  timestamp("threshold_120_fired_at"),
+
+  // Forecast: edge-triggered. Fires when forecastAtRisk transitions false → true.
+  forecastAtRisk:       boolean("forecast_at_risk").notNull().default(false),
+  forecastChangedAt:    timestamp("forecast_changed_at"),
+
+  createdAt:            timestamp("created_at").notNull().defaultNow(),
+  updatedAt:            timestamp("updated_at").notNull().defaultNow(),
+}, (t) => [
+  uniqueIndex("alert_state_workspace_month_idx").on(t.workspaceId, t.billingMonth),
+]);
+ + + + + + + +
ColumnPurpose
threshold_80_fired_at / _100_ / _120_NULL until that threshold first crosses this month. Once set, never re-fires for the same (workspace, month).
forecast_at_riskCurrent state of the forecast. Used to detect false → true edges (and optionally back).
forecast_changed_atTimestamp of the last state flip. Lets the card show "status changed N minutes ago".
composite unique(workspace_id, billing_month) — exactly one row per workspace per month.
+ +
+ Why fire-once-per-month for thresholds + A workspace stuck at 110% does not need a fresh card every hour, every day, or every time it dips to 79% and pops + back. The breach event is "crossed for the first time this month" — once an operator has seen it, more cards add + noise, not signal. Forecast cards remain edge-triggered because forecast flips are themselves rare and meaningful. +
+ +

Migration command

+ 
pnpm db:generate   # produces .migrations/XXXX_*.sql
+pnpm db:migrate    # applies to DATABASE_URL
+ +
+ Migration review + Run the drizzle-migration-reviewer agent on the generated SQL before applying to production — + this is a brand-new table with no FK references, so risk is minimal, but the policy applies. +
+ + +

Module layout

+ +

+ Two new namespaces — src/lib/anthropic/ for the auth-free data layer + (used by both the existing server actions and the new evaluator) and src/lib/teams/ for the + Teams-specific code — plus one schema edit and one source-handler edit. + rev 2 +

+ +
src/
+├── actions/
+│   └── anthropic-global.ts                              refactor: actions delegate to queries.ts (no behavior change for UI)
+├── lib/
+│   ├── db/
+│   │   └── schema.ts                                    + anthropicAlertState (rev 2 shape)
+│   ├── env.ts                                           + TEAMS_WEBHOOK_URL, TEAMS_DASHBOARD_BASE_URL
+│   ├── sync/
+│   │   └── sources/
+│   │       └── anthropic-workspace.ts                   + call evaluateAndPostTeamsAlerts() on success
+│   ├── anthropic/                                       NEW namespace — auth-free data layer
+│   │   ├── queries.ts                                   loadSyncStatus(), loadDashboardKpis(month), loadWorkspaceList()
+│   │   └── forecast-workspace.ts                        forecastWorkspaceMonth(ws, month, today) — trailing-rate, not OLS
+│   └── teams/
+│       ├── webhook.ts                                   postCard() — fetch wrapper w/ retry
+│       ├── cards.ts                                     renderDigestCard(), renderBreachCard(), renderForecastCard(), renderStaleCard()
+│       ├── evaluator.ts                                 evaluateAndPostTeamsAlerts() — pure orchestration
+│       ├── state.ts                                     readAlertState(month), upsertAlertState(diff)
+│       ├── format.ts                                    tiny helpers: $, %, ago()
+│       └── types.ts                                     card-input types, AlertEvaluation, CardEnvelope
+
+tests/
+├── unit/
+│   └── teams/
+│       ├── cards.test.ts                                snapshot tests for each card variant
+│       └── format.test.ts                               $, %, ago()
+└── integration/
+    ├── anthropic/
+    │   └── forecast-workspace.test.ts                   trailing-rate math against seeded daily costs
+    └── teams/
+        ├── evaluator.test.ts                            fire-once-per-month invariants + forecast edges
+        └── webhook.test.ts                              postCard against a mocked fetch
+ +

Server-action refactor (no UI behavior change)

+

+ The existing getSyncStatus(), getDashboardKpis(), getWorkspaceList() + keep their signatures and their requireAdmin() + unstable_cache() wrappers. Their + bodies shrink to a single call into src/lib/anthropic/queries.ts. The DB queries + themselves move into the queries module. Both surfaces (UI server actions and the cron-time evaluator) read from + the same source — actions enforce the admin gate, the evaluator skips it because it runs under + CRON_SECRET. +

+ +

Security hardening for the auth-free data layer

+

+ Hoisting org-financial queries above the auth boundary creates a footgun: a future route handler that imports a + load* function and forgets to gate would publicly expose spend KPIs. The mitigations below make + misuse hard to commit and easy to catch in review. +

+
    +
  • import "server-only" at the top of src/lib/anthropic/queries.ts. Next.js throws a build error if any client-side code tries to import the module, preventing accidental browser bundling.
    • +
  • Top-of-file contract comment naming the two and only two allowed callers (server actions, cron-time evaluator) and stating "callers must enforce authorization themselves."
    • +
  • Naming convention: queries are load*() (not get*()) to flag "auth-free, caller's responsibility" distinct from action-style getters.
    • +
  • Mandatory review by the nextauth-security-reviewer sub-agent before merge — explicitly added to the rollout step list.
    • +
  • No middleware import — the queries module must not be imported from middleware.ts or any edge runtime path.
    • +
+

+ Residual risk after mitigations: a hand-written new route that explicitly imports a load function and skips auth. + That requires an intentional act and is the kind of regression code review catches. Net assessment: small + incremental risk vs. the original "auth at the boundary" pattern, materially lower than the cost of leaving the + cron caller broken. +

+ +
+ CRON_SECRET blast radius + A leaked CRON_SECRET previously gave an attacker the ability to trigger syncs. After this change it + also gives them the ability to fire Teams posts to whatever channel TEAMS_WEBHOOK_URL points at. No + data exfil (the attacker would need both secrets to read responses), low real value, but worth noting. +
+ +

Why a workspace-monthly forecast module separate from forecastBudget()

+

+ src/lib/forecast.ts's forecastBudget() is designed for the annual budget tracker + (input: MonthlySpend[] over many months; output: annual projection via OLS). The Teams use case + needs monthly projection from daily data over a partial month. Different domain. + forecastWorkspaceMonth() uses a 7-day trailing rate scaled to days-remaining-in-month — well-suited + for a 30-day cycle and produces the "Crosses 100% on YYYY-MM-DD" date the forecast card needs. +

+ + +

Teams webhook client

+ +

+ A thin wrapper around fetch that POSTs an Adaptive Card envelope, honors 429 Retry-After, + and retries on 412/502/504 per Microsoft's guidance. Reuses retryWithBackoff() from + src/lib/sync/framework.ts. +

+ +
src/lib/teams/webhook.ts (new)import { env } from "@/lib/env";
+import { retryWithBackoff } from "@/lib/sync/framework";
+import type { CardEnvelope } from "./types";
+
+const RETRIABLE = new Set([412, 429, 502, 504]);
+
+export async function postCard(webhookUrl: string, envelope: CardEnvelope): Promise<void> {
+  await retryWithBackoff(async () => {
+    const res = await fetch(webhookUrl, {
+      method: "POST",
+      headers: { "content-type": "application/json" },
+      body: JSON.stringify(envelope),
+    });
+    if (res.ok) return;
+
+    if (RETRIABLE.has(res.status)) {
+      const retryAfter = Number(res.headers.get("retry-after") ?? 0);
+      throw new RetriableError(`Teams webhook ${res.status}`, retryAfter * 1000);
+    }
+    const body = await res.text();
+    throw new Error(`Teams webhook ${res.status}: ${body.slice(0, 500)}`);
+  }, { maxAttempts: 3, baseDelayMs: 2000, maxDelayMs: 20000, jitterPct: 0.2 });
+}
+ +
+ Limits we're designing under + Per-webhook throttle is 4 req/sec, per-channel cap is 1800 messages/hour, + max payload 28 KB. Hourly cadence with ≤ 5 cards per run sits at < 0.3% of the per-hour cap. +
+ + +

Card renderer

+ +

+ Pure functions: (input) => CardEnvelope. No DB access, no side effects, no clock reads — the caller + passes in now. This makes snapshot tests trivial and makes the cards reproducible. +

+ +

Renderer module shape

+
src/lib/teams/cards.ts (new)export function renderDigestCard(input: DigestInput): CardEnvelope;
+export function renderBreachCard(input: BreachInput): CardEnvelope;
+export function renderForecastCard(input: ForecastInput): CardEnvelope;
+export function renderStaleCard(input: StaleInput): CardEnvelope;
+ +

Input types

+
src/lib/teams/types.ts (new)export type DigestInput = {
+  kpis: DashboardKpis;             // from getDashboardKpis()
+  topWorkspaces: WorkspaceListItem[]; // top 5 by utilization, from getWorkspaceList()
+  sync: SyncStatus;                // from getSyncStatus()
+  month: string;                   // "2026-05"
+  dashboardUrl: string;
+};
+
+export type BreachInput = {
+  workspace: WorkspaceListItem;
+  threshold: "threshold_80" | "threshold_100" | "threshold_120";
+  projectedMonthEndCents: number;
+  topModel: { name: string; sharePct: number } | null;
+  workspaceUrl: string;
+  raiseLimitUrl: string;
+};
+
+export type ForecastInput = {
+  workspace: WorkspaceListItem;
+  forecast: BudgetForecast;        // from forecastBudget()
+  crossesCapOn: Date | null;
+  runRate7dCents: number;
+  runRateWoWPct: number;
+  workspaceUrl: string;
+};
+
+export type CardEnvelope = {
+  type: "message";
+  attachments: [{
+    contentType: "application/vnd.microsoft.card.adaptive";
+    contentUrl: null;
+    content: AdaptiveCard;
+  }];
+};
+ +

Visual contract

+

+ Cards must match the mockup at specs/030-claude-spend-teams-alerts/mockup.html. Notable rendering + constraints from the Teams contract investigation: +

+
    +
  • Use Adaptive Card version: "1.4" for mobile rendering compatibility (1.5 is desktop-only).
    • +
  • Only Action.OpenUrl is supported via Workflows webhook. No Submit/Execute, no refresh.
    • +
  • SVG and animated GIF are not supported by Adaptive Card Image. Render utilization bars as nested ColumnSet with weighted widths and tinted Container.style (default / good / warning / attention).
    • +
  • Payload ceiling is 28 KB — well above the ~3-5 KB our cards land at.
    • +
  • Action buttons in the mockup that imply server-side actions (Pause workspace, Raise limit, Snooze) become Action.OpenUrl deep-links into the in-app dashboard. The button label stays the same; the click flow is "open the page where you can do it".
    • +
+ +
+ Don't leak secrets + The webhook URL is the secret. The HMAC sig= in the query string authenticates anyone holding it. + Never log the URL, never echo it back in error messages, never include it in sync_events.errorMessage. +
+ + +

Alert evaluator

+ +

+ The orchestration layer. Pulls data via the auth-free queries module, diffs against the alert-state ledger, + emits zero or more cards, persists the new state. + rev 2 +

+ +
src/lib/teams/evaluator.ts (new)import { loadSyncStatus, loadDashboardKpis, loadWorkspaceList } from "@/lib/anthropic/queries";
+import { forecastWorkspaceMonth } from "@/lib/anthropic/forecast-workspace";
+import { readAlertState, upsertAlertState } from "./state";
+import { postCard } from "./webhook";
+import { env } from "@/lib/env";
+
+export async function evaluateAndPostTeamsAlerts(opts?: {
+  now?: Date;
+}): Promise<{ posted: number; skipped: string[] }> {
+  if (!env.TEAMS_WEBHOOK_URL) return { posted: 0, skipped: ["webhook_disabled"] };
+
+  const now = opts?.now ?? new Date();
+  const month = getCurrentMonth(now);
+  const sync = await loadSyncStatus();
+
+  // Stale guard — short-circuit before doing any other work.
+  if (sync.isStale) {
+    await postCard(env.TEAMS_WEBHOOK_URL, renderStaleCard({ sync, month }));
+    return { posted: 1, skipped: ["digest_skipped_stale"] };
+  }
+
+  const [kpis, workspaces, state] = await Promise.all([
+    loadDashboardKpis(month),
+    loadWorkspaceList(),
+    readAlertState(month),
+  ]);
+
+  // Per-workspace forecasts run in parallel; the call is cheap (single SQL aggregation).
+  const forecasts = await Promise.all(
+    workspaces.filter(w => w.workspaceId !== null && w.limitCents !== null).map(w =>
+      forecastWorkspaceMonth(w.workspaceId!, month, now).then(f => ({ workspace: w, forecast: f }))
+    ),
+  );
+
+  const diff = computeAlertDiff({ workspaces, forecasts, state, now });
+  const envelopes: CardEnvelope[] = [];
+
+  // 1) Hourly digest — always (unless stale).
+  envelopes.push(renderDigestCard({ kpis, topWorkspaces: top5(workspaces), sync, month, dashboardUrl: dashUrl() }));
+
+  // 2) Threshold breaches — only thresholds with no firedAt timestamp yet this month.
+  for (const b of diff.thresholdsToFire) {
+    envelopes.push(renderBreachCard(toBreachInput(b)));
+  }
+
+  // 3) Forecast edges — false → true (and optionally true → false).
+  for (const f of diff.forecastEdges) {
+    envelopes.push(renderForecastCard(toForecastInput(f)));
+  }
+
+  // Post serially to stay under 4 req/sec.
+  for (const envelope of envelopes) {
+    await postCard(env.TEAMS_WEBHOOK_URL, envelope);
+  }
+
+  // Persist new state only after all cards have posted successfully.
+  await upsertAlertState(diff, now);
+  return { posted: envelopes.length, skipped: [] };
+}
+ +

State rules (rev 2)

+

For each (workspaceId, billingMonth) row, the evaluator decides per-column:

+ + + + + + + + +
ColumnConditionActionCard?
threshold_80_fired_atNULL AND pct ≥ 80set to nowyes
threshold_80_fired_atnon-NULL (any pct)no-op—
threshold_100_fired_atNULL AND pct ≥ 100set to nowyes
threshold_120_fired_atNULL AND pct ≥ 120set to nowyes
forecast_at_riskwas false, now trueflip + stamp forecast_changed_atyes
forecast_at_riskwas true, now falseflip + stamp forecast_changed_atsee Q1
+ +

Threshold semantics

+
    +
  • Each threshold fires exactly once per (workspace, billing month). No fall-then-rise re-fires.
    • +
  • A workspace going 0% → 105% in one hour fires both threshold_80 and threshold_100 in the same evaluation — two cards.
    • +
  • A workspace at 110% for 720 hours produces zero new cards after the initial breach.
    • +
  • New billing month = new row = thresholds re-armed.
    • +
  • Workspaces with limitCents === null are skipped for thresholds. Forecast still runs (no cap = no overshoot, but the run-rate / projection is still computed).
    • +
+ + +

Cron integration

+ +

+ The only change to the existing cron path is a single try-wrapped call at the end of run(), after the + sync-status sentinel is stamped. +

+ +
export async function run(triggeredBy?: number, opts?: RunOpts): Promise<{ eventId: number }> { + const result = await withSyncLock( + { sourceType: "anthropic_api_costs", triggeredBy, operationType: opts?.operationType }, + async (eventId) => { /* ...existing... */ return counts; } + ); + if (counts.errorCount === 0) { + await db.insert(anthropicSyncStatus).values({ /* sentinel */ }).onConflictDoUpdate(...); ++ try { ++ const { posted, skipped } = await evaluateAndPostTeamsAlerts(); ++ console.log(`[teams] posted=${posted} skipped=${skipped.join(",") || "-"}`); ++ } catch (err) { ++ console.error("[teams] evaluation failed (non-fatal):", err); ++ } + } + return result; + }
+ +
    +
  • Runs only when counts.errorCount === 0 — partial-failure syncs don't post (data may be incomplete).
    • +
  • Wrapped in try/catch — Teams posting can never fail the sync.
    • +
  • Logs to console per house convention. No new logging infrastructure.
    • +
  • No change to makeCronSyncRoute, withSyncLock, or sync_events.
    • +
+ +

Manual trigger

+

+ A dev or admin can re-fire the evaluator without re-running the upstream sync by calling + evaluateAndPostTeamsAlerts() from a one-off script (e.g., scripts/teams-test.ts). This is + not exposed as an API route in v1. +

+ + +

Configuration

+ +

New env vars

+ + + + + + + + + + + + + + +
NameTypeRequiredPurpose
TEAMS_WEBHOOK_URLURLNoIf unset, the evaluator no-ops. This is the kill switch.
TEAMS_DASHBOARD_BASE_URLURLNo (defaults to NEXTAUTH_URL)Base URL used to build deep links in card buttons.
+ +

Zod additions in src/lib/env.ts

+
src/lib/env.ts (edit)const envSchema = z.object({
+  /* ...existing... */
+  TEAMS_WEBHOOK_URL: z.string().url().optional(),
+  TEAMS_DASHBOARD_BASE_URL: z.string().url().optional(),
+});
+ +
+ Vercel env + Add TEAMS_WEBHOOK_URL in Vercel Project Settings → Environment Variables, scoped to Production only + at first. vercel env pull on local will pick it up. Treat the URL as a secret — it's an HMAC-signed + Logic Apps trigger and is auth by possession. +
+ + +

Card payloads

+ +

+ Three Adaptive Card v1.4 payloads, wrapped in the Workflows envelope. These are the contract — the renderer must + produce JSON that matches this shape. +

+ +

(a) Hourly digest

+
+ POST $TEAMS_WEBHOOK_URL — digest payload +
{
+  "type": "message",
+  "attachments": [
+    {
+      "contentType": "application/vnd.microsoft.card.adaptive",
+      "contentUrl": null,
+      "content": {
+        "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
+        "type": "AdaptiveCard",
+        "version": "1.4",
+        "body": [
+          { "type": "TextBlock", "text": "Claude API spend · hourly digest", "weight": "Bolder", "size": "Large", "wrap": true },
+          { "type": "TextBlock", "text": "May 2026 MTD · synced 14:01 CET · 1 min old", "isSubtle": true, "spacing": "None", "wrap": true },
+          { "type": "ColumnSet", "spacing": "Medium", "columns": [
+            { "type": "Column", "width": "stretch", "items": [
+              { "type": "TextBlock", "text": "MTD spend", "isSubtle": true, "size": "Small" },
+              { "type": "TextBlock", "text": "$18,420", "weight": "Bolder", "size": "ExtraLarge", "spacing": "None" },
+              { "type": "TextBlock", "text": "▲ 12% vs same day last month", "color": "Attention", "size": "Small", "spacing": "None" }
+            ]},
+            { "type": "Column", "width": "stretch", "items": [
+              { "type": "TextBlock", "text": "Workspaces > 80%", "isSubtle": true, "size": "Small" },
+              { "type": "TextBlock", "text": "3 of 11", "weight": "Bolder", "size": "ExtraLarge", "spacing": "None" }
+            ]},
+            { "type": "Column", "width": "stretch", "items": [
+              { "type": "TextBlock", "text": "Forecast", "isSubtle": true, "size": "Small" },
+              { "type": "TextBlock", "text": "At risk", "weight": "Bolder", "size": "ExtraLarge", "color": "Attention", "spacing": "None" }
+            ]}
+          ]},
+          { "type": "TextBlock", "text": "Top utilization", "weight": "Bolder", "spacing": "Medium" },
+
+          /* repeat per workspace: name+pct, then a two-column "bar" */
+          { "type": "TextBlock", "text": "research-claude · 102% · $5,120 / $5,000", "spacing": "Small", "wrap": true },
+          { "type": "ColumnSet", "spacing": "None", "columns": [
+            { "type": "Column", "width": 100, "items": [{ "type": "Container", "style": "attention", "minHeight": "6px", "items": [{ "type": "TextBlock", "text": " " }]}]}
+          ]}
+          /* ...repeat for the remaining 4 workspaces... */
+        ],
+        "actions": [
+          { "type": "Action.OpenUrl", "title": "Open dashboard", "url": "https://hub.unic.com/anthropic" },
+          { "type": "Action.OpenUrl", "title": "View all workspaces", "url": "https://hub.unic.com/anthropic/workspaces" }
+        ]
+      }
+    }
+  ]
+}
+
+ +

(b) Threshold breach

+
+ POST $TEAMS_WEBHOOK_URL — breach payload (truncated for brevity) +
{
+  "type": "message",
+  "attachments": [{
+    "contentType": "application/vnd.microsoft.card.adaptive",
+    "contentUrl": null,
+    "content": {
+      "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
+      "type": "AdaptiveCard",
+      "version": "1.4",
+      "body": [
+        { "type": "Container", "style": "attention", "bleed": true, "items": [
+          { "type": "TextBlock", "text": "⚠ Workspace over budget · research-claude", "weight": "Bolder", "size": "Large", "color": "Attention", "wrap": true },
+          { "type": "TextBlock", "text": "Crossed 100% at 13:58 CET · first breach this month", "isSubtle": true, "spacing": "None", "wrap": true }
+        ]},
+        { "type": "FactSet", "facts": [
+          { "title": "Workspace", "value": "research-claude" },
+          { "title": "Monthly limit", "value": "$5,000.00" },
+          { "title": "Spend MTD", "value": "$5,120.40 · 102%" },
+          { "title": "7-day run rate", "value": "$612/day · 3.4× the 30-day avg" },
+          { "title": "Projected EOM", "value": "$8,940 · +$3,940 over" }
+          /* "Top model" intentionally omitted in v1 — no per-workspace × model join
+             available. Deferred to Phase 1.5 once we wire anthropic_usage_metrics
+             into a workspace-attributed aggregation. */
+        ]}
+      ],
+      "actions": [
+        { "type": "Action.OpenUrl", "title": "Open workspace", "url": "https://hub.unic.com/anthropic/workspaces/research-claude" },
+        { "type": "Action.OpenUrl", "title": "Adjust limit", "url": "https://hub.unic.com/anthropic/workspaces/research-claude/limit" }
+      ]
+    }
+  }]
+}
+
+ +

(c) Forecast at-risk

+
+ POST $TEAMS_WEBHOOK_URL — forecast payload (truncated) +
{
+  "type": "message",
+  "attachments": [{
+    "contentType": "application/vnd.microsoft.card.adaptive",
+    "contentUrl": null,
+    "content": {
+      "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
+      "type": "AdaptiveCard",
+      "version": "1.4",
+      "body": [
+        { "type": "Container", "style": "warning", "bleed": true, "items": [
+          { "type": "TextBlock", "text": "Forecast: product-ai projected to overshoot", "weight": "Bolder", "size": "Medium", "color": "Warning", "wrap": true },
+          { "type": "TextBlock", "text": "OLS on last 14 days · status flipped to at_risk", "isSubtle": true, "spacing": "None" }
+        ]},
+        { "type": "FactSet", "facts": [
+          { "title": "Spend MTD", "value": "$4,200 · 84%" },
+          { "title": "7-day run rate", "value": "$210/day · ▲ 28% WoW" },
+          { "title": "Projected EOM", "value": "$5,890 · +$890 over" },
+          { "title": "Crosses 100% on", "value": "28 May 2026 · in 7 days" }
+        ]}
+      ],
+      "actions": [
+        { "type": "Action.OpenUrl", "title": "Open forecast", "url": "https://hub.unic.com/anthropic/workspaces/product-ai/forecast" }
+      ]
+    }
+  }]
+}
+
+ + +

Failure modes & edge cases

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
ScenarioBehavior
Webhook returns 429retryWithBackoff honors Retry-After, up to 3 attempts, max 20s delay.
Webhook returns 4xx (non-429)No retry. Log error (without URL). Sync still marked success — alerts are best-effort.
Workflow URL revoked / O365 connector retiredAll POSTs fail. Operator removes TEAMS_WEBHOOK_URL until a new Workflows URL is provisioned.
Sync stale (> 70 min)Digest skipped. Stale-data card posted instead. Breach/forecast cards skipped entirely.
Anthropic workspace removed upstreamWorkspace drops out of getWorkspaceList(). Its alert-state row goes dormant (active=false next eval).
New billing monthEval queries WHERE billing_month = '2026-06'. No rows exist; everything is treated as fresh. May → June rollover emits a fresh set of breach cards if conditions persist.
Limit increased mid-month (utilization drops below threshold)Row flips active=false. Next time utilization crosses again, a new card fires. No spam.
Limit removed entirelyWorkspace has no limitCents. Excluded from threshold evaluation. Forecast still runs if monthly history is sufficient.
Card > 28 KBRenderer caps the digest at top-5 workspaces; theoretical max is well under 6 KB. If somehow exceeded, the POST fails with 413 and the operator sees the error in cron logs.
Concurrent sync runswithSyncLock prevents concurrency. Evaluator runs only after the lock releases.
Partial sync (errorCount > 0)Evaluator skipped. Sync data may be incomplete; better silence than misleading alerts.
+ + +

Test plan

+ +

Unit Vitest

+
    +
  • tests/unit/teams/cards.test.ts — one snapshot per card variant. Catches accidental schema breakage.
    • +
  • tests/unit/teams/format.test.ts — money/percent/relative-time helpers.
    • +
  • Validate the snapshot JSON against an Adaptive Card schema validator (one-time check; not in CI loop).
    • +
+ +

Integration Vitest + real Neon branch

+
    +
  • tests/integration/teams/evaluator.test.ts rev 2: +
      +
    • Empty state, no workspaces over threshold → exactly 1 envelope (digest).
      • +
    • One workspace newly at 85% → digest + 1 breach card; threshold_80_fired_at is set.
      • +
    • Same workspace next hour, still 85% → digest only, no re-fire.
      • +
    • Same workspace, now 110% → digest + 1 new threshold_100 card; threshold_100_fired_at set.
      • +
    • Drops to 60% → digest only; no recovery card; timestamps remain set.
      • +
    • Back up to 85% → digest only; threshold_80_fired_at already non-NULL, so no re-fire.
      • +
    • Month rollover → new row inserted with all timestamps NULL; same 85% breach emits a fresh card.
      • +
    • Forecast flips on_track → at_risk → forecast card posted; forecast_at_risk = true, forecast_changed_at stamped.
      • +
    • Forecast flips back at_risk → on_track → optional recovery card per Q1 default (no card).
      • +
    • Stale sync → only stale card posted; thresholds and forecasts not evaluated.
      • +
    • Workspace with limitCents = null → thresholds skipped, forecast still computed.
      • +
    • Default workspace (workspaceId = null) → coalesced to "__default__" in the ledger, unique index satisfied.
      • +
    +
    • +
  • tests/integration/anthropic/forecast-workspace.test.ts new — seed 14 days of anthropic_workspace_costs, assert: 7-day run rate, week-over-week %, projected EOM cents, crosses-cap date (or NULL when on-track).
    • +
  • tests/integration/teams/webhook.test.ts — mock fetch to assert: envelope shape, retry on 429 with Retry-After, no retry on 400, never logs the URL.
    • +
+ +

Manual

+
    +
  1. Provision a real Workflows webhook in a staging channel.
    2. +
  2. Seed a workspace with a synthetic 110% utilization in staging DB.
    3. +
  3. Run the script pnpm tsx scripts/teams-test.ts → digest + breach card appear in the channel within seconds.
    4. +
  4. Re-run the script → only the digest re-appears (idempotency proof).
    5. +
  5. Trigger the cron via curl -H "Authorization: Bearer $CRON_SECRET" .../api/sync/anthropic-api-costs.
    6. +
+ + +

Rollout

+ +
    +
  1. + Spec freeze — review this plan with the AI-FinOps stakeholder. Confirm channel + audience. +
    2. +
  2. + Branch & Neon branch — create feature branch, spin a Neon worktree branch for schema work. +
    3. +
  3. + Schema migration — add anthropic_alert_type enum + anthropic_alert_state table. Generate, review with drizzle-migration-reviewer, apply. +
    4. +
  4. + Extract data layer — move DB queries from src/actions/anthropic-global.ts into new src/lib/anthropic/queries.ts. Server actions stay as thin admin-gated + cached wrappers. UI behavior unchanged; verify by running the existing dashboard against staging. +
    5. +
  5. + Add forecastWorkspaceMonth() in src/lib/anthropic/forecast-workspace.ts with an integration test. +
    6. +
  6. + Implement Teams modules in order: types.ts → format.ts → cards.ts → webhook.ts → state.ts → evaluator.ts. Each lands with unit tests. +
    7. +
  7. + Wire into sync — edit src/lib/sync/sources/anthropic-workspace.ts with the try-wrapped call. +
    8. +
  8. + Integration tests — run against the Neon branch; assert state-machine behavior. +
    9. +
  9. + Staging webhook — provision in a private staging Teams channel. Push branch to a Vercel preview. Set TEAMS_WEBHOOK_URL on the preview only. +
    10. +
  10. + Smoke test — seed a synthetic over-limit workspace, trigger the cron, observe the channel. +
    11. +
  11. + Security review — run the nextauth-security-reviewer sub-agent against the diff. Focus on src/lib/anthropic/queries.ts (server-only marker, no client imports), the cron handler, and any newly-touched session-handling code. +
    12. +
  12. + Code review — merge to main. +
    13. +
  13. + Production webhook — channel owner provisions a Workflows webhook in the production channel. Add TEAMS_WEBHOOK_URL to Vercel Production. +
    14. +
  14. + Watch for 24h — confirm one digest per hour, no duplicate breach cards on cron re-runs, no errors in cron logs. +
    15. +
  15. + Close spec — link the merged PRs from specs/030-claude-spend-teams-alerts/README.html (to be added later). +
    16. +
+ +

Backout

+

+ Remove or unset TEAMS_WEBHOOK_URL in Vercel. No code rollback needed — the evaluator early-returns when the var is missing. + Schema migration is additive (a new table) and safe to keep even when the feature is off. +

+ + +

Open questions

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
#QuestionDefault if no answer
Q1Post a recovery card when forecast flips at_risk → on_track? (Thresholds are fire-once-per-month by design and don't apply.)No in v1 — reduces noise. The flip is recorded in the ledger and visible in the next digest. Reconsider after a month of real usage.
Q2One channel for everything, or split "digest" vs "alerts"?One channel (TEAMS_WEBHOOK_URL). Add a second var (TEAMS_WEBHOOK_URL_ALERTS) later if signal-to-noise becomes an issue.
Q3Should the digest post even when nothing has changed?Yes — the digest is the heartbeat. If it disappears, ops knows the sync is broken.
Q4Currency and time-zone formatting — USD + CET, or per-tenant config?USD + CET hard-coded in v1; pull from a settings module when there's more than one tenant.
Q5Hourly cadence too noisy?Keep hourly. The digest is one message; only edge-triggered breach/forecast cards add extra posts, and they're by definition uncommon.
Q6Where do the deep-link buttons point? Are there per-workspace pages today (/anthropic/workspaces/:id)?Confirm against the routing under src/app/(authed)/anthropic/ during implementation. If the per-workspace page doesn't exist, link to the global dashboard with an anchor.
+ +
+
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