AI Cost & Infra

Model and API spend per module, agent and character; credits and queue health.

Model Routing

improvement 3 contributorsIN-139

Send short classification steps to cheaper models and keep Claude for writing.

Progress

14%

Due date

Nov 10

Tasks closed

1 / 7

Project docs

1

Delivery confidence: At riskDue in 10 days

Backlog

2

Todo

2

71% →

In progress

1

43% →

Review

1

29% →

Done

1

14% →

Insight:1 task is waiting for review. Clearing review first frees 14% of the plan.

7 Issues· Grouped by status

IN-103Benchmark Haiku vs Sonnet for tagging4Uptime1hNov 13LM

!IN-100Set budget cap for Content Studio6Uptime1hNov 24LM
!IN-105Rotate DataForSEO key6Budget0hOct 27SK

IN-101Move rank tracking to SerpApi pool A1Budget0hNov 17OH
IN-106Add cost tags to Higgsfield jobs6Credits1hNov 24LM

IN-102Add retry with backoff to ads-ingest7Credits8hNov 27AP

IN-104Alert when queue wait passes 5 min1Budget5hNov 25AP

Model Routing

improvement 3 contributorsIN-139

Send short classification steps to cheaper models and keep Claude for writing.

Progress

14%

Due date

Nov 10

Tasks closed

1 / 7

Project docs

1

Delivery confidence: At riskDue in 10 days

Backlog

2

Todo

2

71% →

In progress

1

43% →

Review

1

29% →

Done

1

14% →

Insight:1 task is waiting for review. Clearing review first frees 14% of the plan.

7 Issues· Grouped by status

IN-103Benchmark Haiku vs Sonnet for tagging4Uptime1hNov 13LM

!IN-100Set budget cap for Content Studio6Uptime1hNov 24LM
!IN-105Rotate DataForSEO key6Budget0hOct 27SK

IN-101Move rank tracking to SerpApi pool A1Budget0hNov 17OH
IN-106Add cost tags to Higgsfield jobs6Credits1hNov 24LM

IN-102Add retry with backoff to ads-ingest7Credits8hNov 27AP

IN-104Alert when queue wait passes 5 min1Budget5hNov 25AP