Description
The token_usage artifact has been empty fleet-wide (TokenUsage=0) for roughly 6 consecutive days (token data in the 30d chart ends at 06-20). Per-run token efficiency is no longer trackable; cost visibility now relies solely on AI-credits (AIC), and copilot/codex engines report no token counts at all. The Agentic Workflow Audit explicitly flags this as an observability gap that should be fixed.
Investigation / Fix
Determine why the token_usage artifact is empty across engines (claude/copilot/codex/pi). Likely candidates: a regression in the per-engine log parser that emits TokenUsage (see pkg/workflow/claude_logs.go, codex_logs.go, antigravity_logs.go), an artifact-naming/path change, or upstream engines no longer surfacing usage in logs. Restore population of the artifact, or document which engines structurally cannot report tokens so dashboards stop flatlining.
Expected Impact
Restores per-run token-efficiency monitoring across the fleet, re-enabling cost-regression detection that is currently blind. Multiple daily audit agents depend on this signal.
Suggested Agent
Token Audit agent or a Go-capable maintenance agent.
Estimated Effort
Medium (1-4 hours) — investigation across engine log parsers.
Data Source
DeepReport 2026-06-26; Agentic Workflow Audit #41549 (Token Usage 30d chart flatlined since 06-20).
Generated by 🔬 DeepReport - Intelligence Gathering Agent · 255.2 AIC · ⌖ 18.5 AIC · ⊞ 9.8K · ◷
Description
The
token_usageartifact has been empty fleet-wide (TokenUsage=0) for roughly 6 consecutive days (token data in the 30d chart ends at 06-20). Per-run token efficiency is no longer trackable; cost visibility now relies solely on AI-credits (AIC), and copilot/codex engines report no token counts at all. The Agentic Workflow Audit explicitly flags this as an observability gap that should be fixed.Investigation / Fix
Determine why the
token_usageartifact is empty across engines (claude/copilot/codex/pi). Likely candidates: a regression in the per-engine log parser that emitsTokenUsage(seepkg/workflow/claude_logs.go,codex_logs.go,antigravity_logs.go), an artifact-naming/path change, or upstream engines no longer surfacing usage in logs. Restore population of the artifact, or document which engines structurally cannot report tokens so dashboards stop flatlining.Expected Impact
Restores per-run token-efficiency monitoring across the fleet, re-enabling cost-regression detection that is currently blind. Multiple daily audit agents depend on this signal.
Suggested Agent
Token Audit agent or a Go-capable maintenance agent.
Estimated Effort
Medium (1-4 hours) — investigation across engine log parsers.
Data Source
DeepReport 2026-06-26; Agentic Workflow Audit #41549 (Token Usage 30d chart flatlined since 06-20).