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feat(frontend): read the billed cost per day where a day is what is read - #2736

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Gregory91G merged 9 commits into
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feat-daily-card-switch
Aug 22, 2026
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feat(frontend): read the billed cost per day where a day is what is read#2736
Gregory91G merged 9 commits into
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feat-daily-card-switch

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@Gregory91G Gregory91G commented Aug 21, 2026

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Refs #2682. Stacked on #2715 — base is feat-daily-approximate-extra-usage, which serves the metric this reads. It cannot merge before that one: the availability gate drops a key the catalogue does not carry, so on main today these surfaces would simply go quiet.

Why. The AI adoption section and the Overview headline both read ai.extra_usage_cost — the billing month's running total, dated at the day the seat snapshot was last read. One row per seat per month answers neither question they ask: the section plots a day at a time, and the headline totals a period.

What changed. Both now read ai.daily_approximate_extra_usage_cost. Two keys in two config files; no component logic.

It removes a fragility, not only a wrong shape. The monthly row is dated wherever the last read landed. While the only sync ran late at night that date was always yesterday, which is where the default window ends — so it fitted by coincidence. An unscheduled sync this morning moved the row to today and the figure vanished from every surface at once. Per-day steps have no single row to move.

Overview came along because the invariant requires it. overview-configs.test.ts pins every key the Overview names to one some group declares, so the two switch together. The reasoning is the same either way: that row totals a period, and only per-day steps add up to one.

Out of scope. The AI & Cost header tile still reads the cumulative metric — one constant in ai-cost-view.tsx, deliberately left for a separate call. And #2734 tracks the window that ends yesterday, which is the other half of why today's figure is invisible.

Verified. tsc -b, eslint . --max-warnings 0, and the unit suite at 201 files / 1839 tests. The suite caught the Overview invariant on the first run — switching the section alone left the headline naming a key no group declared, which is exactly what that test exists to stop.

Summary by CodeRabbit

  • Bug Fixes
    • Updated AI extra usage cost metrics to show a daily approximate amount instead of a monthly cumulative total.
    • Applied the corrected metric consistently across collection views, card previews, and overview headline metrics.

The seat endpoint reports a running month-to-date total and no history, so one
API object is one reading of a seat. Bronze keyed a reading by seat and
extraction month over a ReplacingMergeTree, so every read inside a month was the
same row and the newest replaced the rest: a month's closing figure survived and
the trajectory that produced it did not. #2528 made the same move from seat-only
to seat-and-month, for the same reason, and stopped one level short.

Key a reading by the day it was taken and carry that day in the record as
snapshot_date, matching the two ChatGPT Team snapshot streams — the only other
streams in the repository whose key comes from the clock rather than the payload,
and both already keyed by day. A re-run on the same day still replaces its own
row rather than adding a second.

`class_ai_overage_daily` carries the readings into silver beside the existing
class_ai_overage, which is untouched: it holds a month's closing state, a
data-quality check joins on it and the invoice-to-seat price join needs one row
per seat per month.

MINOR per ADR-0015, for the reason 2.1.0 was: existing rows keep their keys,
nothing re-materializes, and a major bump would dispatch the one-shot
`dbt --full-refresh` that this change exists to give something to rebuild from.

Refs #2709

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
The committed snapshot under scripts/connectors-ddl is what a fresh warehouse is
built from, and CI re-dumps it to fail on drift. class_ai_overage_daily creates a
silver table, so the snapshot gains its DDL — taken from the dump the gate
produced rather than reconstructed by hand.

Refs #2709

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
`ai.extra_usage_cost` reports a month's billed spend against the day the seat
was last read, so a chart of it puts a month's money on one day. The vendor
states only a running month-to-date total and keeps no history, so a day's
figure exists nowhere and can only be recovered as the step between two
readings.

Serve those steps as `ai.daily_approximate_extra_usage_cost`, over the readings
`class_ai_overage_daily` now carries. The monthly metric keeps its grain and its
exact figure; the two are alternatives, never addends, and their descriptions
say so.

A running total may not fall, and where it does the vendor has revised the month
down. The revision belongs to the days already reported, so gold corrects each
reading to the minimum of itself and every later one before differencing. Three
properties follow: no step is negative, the series only rises, and the steps
telescope to the month's final reading — which is what the monthly metric
serves, so `sum(daily) == monthly` over a whole month holds by construction
rather than by arrangement. The new e2e case asserts it for five seats, one of
them corrected downwards.

Evidence carries `covers_days` beside each step: a month's first point spans the
days before the first reading, and a run that did not happen makes the next
point span the gap. The money is real, the single day it lands on is not.

Refs #2709

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
…readings

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>

# Conflicts:
#	src/ingestion/connectors/ai/claude-team/descriptor.yaml
…e-extra-usage

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
… 3.1.0

Refs #2709

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
…ate-extra-usage

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
The AI adoption section and the Overview headline both read
`ai.extra_usage_cost`, which is the billing month's running total dated at the
day the seat snapshot was last read. One row per seat per month cannot answer
either question: the section plots a day at a time, and the headline totals a
period, so a running snapshot is repeated or summed where neither is a reading.

Point both at `ai.daily_approximate_extra_usage_cost`. Its per-day steps add up
over any window, which is what a period total needs, and each day carries its
own value, which is what the strip needs.

It also removes a fragility rather than only a wrong shape: the single monthly
row is dated wherever the last read landed, so an unscheduled sync moves it out
of a window that ends yesterday and the figure vanishes from every surface at
once.

The AI & Cost header tile still reads the cumulative metric — a separate call,
and a separate change.

Refs #2682

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>
@Gregory91G
Gregory91G requested a review from a team as a code owner August 21, 2026 11:22
@Gregory91G Gregory91G added component:frontend UI app team:frontend Frontend (frontx) labels Aug 21, 2026
@Gregory91G Gregory91G self-assigned this Aug 21, 2026
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coderabbitai Bot commented Aug 21, 2026

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Review Change Stack

📝 Walkthrough

Walkthrough

The frontend replaces ai.extra_usage_cost with ai.daily_approximate_extra_usage_cost in AI insight metrics, the AI adoption card preview, and overview headline metrics. Comments clarify that the new metric represents daily readings.

Changes

AI metric update

Layer / File(s) Summary
Replace AI usage metric
src/frontend/src/lib/insight/groups.ts, src/frontend/src/lib/portal/overview-configs.ts
AI metric collection, card preview, and overview headline configuration now use ai.daily_approximate_extra_usage_cost. Comments identify the metric as a daily reading rather than a repeated monthly cumulative value.

Estimated code review effort: 1 (Trivial) | ~5 minutes

Merge Risk: ⚪ Minimal · up to 18c39

This localized frontend configuration change is merge-ready after normal checks and review; no actionable merge-blocking risk remains.

Suggested reviewers: hello1101n, aleksdotbar

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title accurately describes the frontend change to read billed AI cost per day, although its wording is slightly awkward.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 2 files.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
✨ Finishing Touches
📝 Generate docstrings
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  • Commit on current branch
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch feat-daily-card-switch

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@Gregory91G
Gregory91G force-pushed the feat-daily-approximate-extra-usage branch from e487ca3 to 9919d65 Compare August 21, 2026 13:57
Base automatically changed from feat-daily-approximate-extra-usage to main August 21, 2026 16:37
#2715 landed on main as a squash, so its files arrived there in their
rewritten form while this branch still carried the pre-rewrite commits.
Resolved passports.md, registry.yaml and ai_cost_metric_evidence.sql to
main's version: this branch contributes nothing to them, and its own change
is the two frontend files.

Signed-off-by: Gregory Gogin <grigoriy.gogin@constructor.tech>

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Actionable comments posted: 1

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Inline comments:
In `@src/frontend/src/lib/portal/overview-configs.ts`:
- Around line 34-35: Update the daily distribution comment to state that the
daily values sum to the period total, replacing the ambiguous claim that per-day
steps add up to one; preserve the clarification that the month's running
snapshot does not represent a period total.
🪄 Autofix

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
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📥 Commits

Reviewing files that changed from the base of the PR and between 3648b1c and 18c3948.

📒 Files selected for processing (2)
  • src/frontend/src/lib/insight/groups.ts
  • src/frontend/src/lib/portal/overview-configs.ts

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Comment thread src/frontend/src/lib/portal/overview-configs.ts
@Gregory91G
Gregory91G added this pull request to the merge queue Aug 22, 2026
Merged via the queue into main with commit dda4e16 Aug 22, 2026
30 checks passed
@Gregory91G
Gregory91G deleted the feat-daily-card-switch branch August 22, 2026 03:15
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