Logs

Polished a 22-slide deck for Sarah C. — saved to /partners/sarah/decks/.

Tokens: 3,412 in · 1,108 out · Cost: $0.04 · Latency: 14.3s

Three-way diff complete across Bill.com, QuickBooks, master sheet. 248 line items reconciled, 2 flagged.

Tokens: 18,402 in · 642 out · Cost: $0.21 · Latency: 41.2s

Vendor 'Highline Capital' invoice #4081 amount mismatches PO by $1,240. Queued for finance.

Confidence: 0.83 · Sampled by judge · Reviewer: Maya

Maya approved 7 deck-polish results in bulk. Reviewer threshold lowered automatically.

Bulk approval · 7 items · Reviewer threshold: 0.92 → 0.88

Draft reply to David L. (Kenwood Realty) queued for partner approval — referral inquiry.

Tokens: 5,108 in · 412 out · Cost: $0.06 · Latency: 9.1s

Polished 14-slide deck for Marcus T. — partner color palette + Inter font swap.

Tokens: 2,184 in · 902 out · Cost: $0.03 · Latency: 11.8s

Build step complete — Bill.com MCP wrapper deployed to staging. Awaiting fixture data.

Build #142 · Step 7/9 · Runner: vercel/runtime · 2.4s

Classified 41 inbound emails — 18 referral, 9 follow-up, 11 new prospect, 3 escalated.

Tokens: 12,808 in · 314 out · Cost: $0.02 · Latency: 6.7s

Sarah C. rejected proposed cover slide — feedback captured, will fine-tune voice profile.

Feedback: 'too corporate · use last quarter's cover' · Stored

Polished 31-slide deck for Sarah C. — partner template applied, 6 charts reformatted.

Tokens: 4,801 in · 1,402 out · Cost: $0.05 · Latency: 18.9s

Eduard approved draft reply to Anna B. (Northvale Group). Sent via Gmail.

Approval latency: 4h 12m · Send: 200 OK

Three-way diff complete — 218 line items reconciled, 0 flagged. Clean overnight batch.

Tokens: 17,118 in · 528 out · Cost: $0.19 · Latency: 38.4s

Judge flagged draft to Robert K. — tone mismatch (0.61). Escalated to stronger model.

Re-ran on Opus 4.7 · New tone score: 0.94

Three-way diff complete — 312 line items, 1 duplicate detected (PO #2018).

Tokens: 21,801 in · 1,012 out · Cost: $0.24 · Latency: 49.8s

Overnight batch — 22 inbound emails classified, all routed to morning queue.

Tokens: 7,402 in · 188 out · Cost: $0.01 · Latency: 4.2s

Draft canvas updated. Partner approval required before staging deployment.

Canvas v0.6 · 11 nodes · 14 edges

Model upgraded — Sonnet 4.5 → Sonnet 4.6. Rolled out with 5% canary for 24h, now at 100%.

Canary results: latency −18% · cost −12% · quality +0.04

Polished 18-slide deck for Marcus T. — partner template applied, 4 tables reformatted.

Tokens: 3,012 in · 1,108 out · Cost: $0.04 · Latency: 13.1s

Vendor 'Stratford Holdings' invoice missing PO reference. Queued for finance review.

Confidence: 0.71 · Sampled by judge

Sarah C. approved 4 draft replies in bulk. Sent via Gmail.

Bulk approval · 4 items · Send: all 200 OK

Polished 9-slide pitch deck for Helena J. — minimal edits, kept brand colors.

Tokens: 1,802 in · 612 out · Cost: $0.02 · Latency: 8.4s

Classified 38 inbound emails — 21 referral, 7 follow-up, 8 new prospect, 2 escalated.

Tokens: 11,402 in · 298 out · Cost: $0.02 · Latency: 6.1s

Staging deployment promoted to production. Canary at 25% for first 12 hours.

Deploy #87 · Region: us-east-1 · Health: 100%

Eduard approved deck polish for Helena J. — saved to /partners/helena/decks/.

Approval latency: 1h 28m

Three-way diff complete — 198 line items, 0 flagged. Clean batch.

Tokens: 15,612 in · 488 out · Cost: $0.17 · Latency: 36.8s

Maya rejected draft reply to Jonathan W. — out-of-scope topic. Added to negative examples.

Feedback added to retrieval index · Re-training queued

Build step complete — partner voice profile fine-tuning at 100%. Evaluation gate passed.

Eval set: 42 decks · Match score: 0.96

Classified 44 inbound emails — 24 referral, 8 follow-up, 9 new prospect, 3 escalated.

Tokens: 13,288 in · 336 out · Cost: $0.02 · Latency: 7.2s

Reasoning node swapped from Sonnet 4.6 → Opus 4.7 for high-value invoice path.

Cost +18% · Accuracy +0.07 · Net favorable on flagged-rate

Polished 26-slide deck for Sarah C. — quarterly review template applied.

Tokens: 4,012 in · 1,288 out · Cost: $0.05 · Latency: 16.4s