The FORG community
Engineering teams sharing budget setups, discussing AI cost patterns, and building a better understanding of what AI actually costs.
Discussions
The fastest way to get help, share configurations, discuss budget and alert patterns, and follow product updates.
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Open-source adapters, community budget templates, and the FORG CLI. File issues, contribute adapters, or browse example configurations.
View on GitHubDocumentation
Setup guides, adapter references, signal schema, API documentation, and FAQ. Updated with every release.
Read the docsCommunity budget templates
Copy, fork, and adapt. Submit your own via GitHub.
Budget guardrails for solo devs
Monthly spend cap with rolling 7-day window alert and weekly digest.
Team cost allocation
Per-developer and per-project breakdowns with webhook notification.
Model spend insights
Track expensive model usage and alert when spend shifts above baseline.
Cache optimization monitor
Alert when cache hit rate drops below 40% over a 24h window.
Idle session detector
Flag sessions where >80% of tokens are in a single large prompt with no cache benefit.
Enterprise compliance pack
Audit log exports, k-anonymity reporting, and residency policy reporting (contract-gated).
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Questions about your budget configuration, curious about what others are doing, or want to share a pattern that's worked well for your team — community is the place.
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