docs(ai): AI Cost Tracking & Savings page#279
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Document the AI cost-tracking and savings feature, which had no dedicated page (the web app now links to /9-ai-sessions/cost-tracking/). Covers: cost profiles (loaded rate + minutes/investigation), the resolution- anchored savings model (AI-only / AI+Human / Human-only) with per-severity valuation, the headline metrics (net savings, ROI, automation rate, analyst-hours, FTE-equivalent), CSV exports, the fleet/MSSP rollup, and the relationship to per-session max_budget_usd. Also link it from the AI Sessions overview (Billing + Documentation sections) and register it in the nav. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_012ie78qt9UBuvCBEEfLRKT3
Broken Links DetectedThe link checker found some issues: Please fix these broken links before merging. Full resultsSee the uploaded artifact for complete link check results. |
lcbill
previously approved these changes
Jun 21, 2026
Add the `text` language to the three formula fenced blocks (MD040), and clarify that the savings calc nets token spend while per-minute session runtime is billed separately. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_012ie78qt9UBuvCBEEfLRKT3
Broken Links DetectedThe link checker found some issues: Please fix these broken links before merging. Full resultsSee the uploaded artifact for complete link check results. |
lcbill
previously approved these changes
Jun 21, 2026
The link checker resolves bare directory links relative to the page URL, turning ../7-administration/billing/options/ into a path under 9-ai-sessions/. Use the relative .md file path like the rest of the docs. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_012ie78qt9UBuvCBEEfLRKT3
lcbill
approved these changes
Jun 21, 2026
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What was asked
Review the AI documentation against the recent changes to the AI cost-tracking feature and fix what's stale/missing. The LimaCharlie web app now links the cost UI to
https://docs.limacharlie.io/9-ai-sessions/cost-tracking/, which had no page behind it.What was done
The AI section had no dedicated cost page —
max_budget_usdwas mentioned across several pages, but cost tracking, cost profiles, resolution-anchored savings, analyst-equivalent value, per-severity valuation, ROI, CSV exports, and the fleet rollup were undocumented.docs/9-ai-sessions/cost-tracking.mddocumenting the feature as it now works:max_budget_usd(measurement vs hard cap).index.md): a pointer in the Billing section and an entry in the Documentation list.mkdocs.ymlnav under AI Sessions, after API Reference.No customer names, org IDs, or internal repo references are included (public repo).
Testing
mkdocs build --strictcould not run locally — the Material theme/plugins aren't installed in this environment (infra-only). The nav YAML edit matches the surrounding structure, and all relative links in the new/edited pages were verified to resolve to existing files.🤖 Generated with Claude Code
https://claude.ai/code/session_012ie78qt9UBuvCBEEfLRKT3