Flight Log / typedef-ai/fenic #83

feat: add batch token prediction system — a Claude Code (Anthropic) flight by Brandon Callender

Brandon Callender (@bcallender) opened this Claude Code (Anthropic) pull request in typedef-ai/fenic on Jul 14, 2025; abandoned — closed unmerged with no human engagement: +3,127 −456, 13 files, 0 reviews.

All agent flights in typedef-ai/fenic · Claude Code flights

AbandonedClaude Code flightsby Anthropic ↗ attribution: AIDev dataset

Flown by Brandon Callender (@bcallender)GitHub ↗— unclaimed

Lines
+3,127 −456
Files
13
Commits
2
Reviews
0
To merge
—
Task
feat

Line and file counts are summed per commit from the AIDev dataset; GitHub's net diff can be smaller.

From the pull request description

# Add Batch Token Prediction System - Implement `BatchTokenPredictor` for more accurate token usage estimation for large batches of similar requests - Add sampling-based prediction with statistical analysis for large batches - Support different token distribution shapes (symmetric, skewed) - Enhanc…

Excerpt (first 300 characters) — the full description is on GitHub.

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Flight timeline

  1. —committedbcallender
  2. —committedbcallender
  3. Jul 28, 2025closedbcallender

Cite this flight: AgentRiders Flight Log, typedef-ai/fenic#83, record updated Nov 3, 2026, https://agentriders.com/logs/typedef-ai/fenic/83/

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