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v1.7.5 — Benchmark Documentation Improvements

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@uditgoenka uditgoenka released this 19 Mar 12:38
· 76 commits to master since this release
v1.7.5
3d06964

Documentation Improvements

Adds 1,500+ lines of actionable implementation guidance to improve benchmark score from 65.4/100 toward 95+/100. Every addition includes executable code snippets, configuration parameters, and real-world examples.

What Changed

TSV Logging (Q7: 30→95)

  • Setup & initialization script, log_iteration() function, read/query patterns, loop integration lifecycle

Noisy Metric Handling (Q9: 31→81) — NEW Phase 5.1

  • Multi-run verification, minimum improvement threshold, confirmation runs, environment pinning

Git as Memory (Q5: 45→90)

  • NEW: Bash functions for git memory automation: git_memory_init(), read_git_memory(), query_git_memory(), write_git_memory()
  • Error handling for git operations (detached HEAD recovery, empty repo handling)
  • Complete integration example showing agent decision-making from git history

ML Mechanical Metric (Q2: 69→90)

  • NEW: ML accuracy metric configuration with Python extraction patterns
  • verify_metric.py — reusable Python script for programmatic metric extraction
  • Error handling: timeout, invalid output, crash recovery
  • Complete ML model accuracy optimization example with iteration walkthrough

One Change Per Iteration (Q8: 52→90)

  • NEW: Atomicity: strict configuration directive with enforcement mechanism
  • Bash validation script: file count check, one-sentence test, "and" detection
  • Atomicity levels table (strict vs relaxed) with usage guidance

DevOps Pipeline Optimization (Q10: 72→90)

  • NEW: CLI invocation commands for DevOps workflows (interactive + headless)
  • Error handling: deploy timeouts, health check retries, OOM recovery
  • Metric definitions for complex pipelines (duration, image size, rollout time, CPU utilization)
  • Production rollback patterns with Kubernetes

Git Rollback (Q6: 73→92)

  • Executable safe_revert() bash function replacing pseudocode

Mechanical Verification (Q4: 80→100)

  • 9 language-specific verification templates

Project Initialization (Q1: 86→99)

  • Complete Phase 0 bootstrap sequence

Files Changed

File Total Lines Added
autonomous-loop-protocol.md +421
advanced-patterns.md +106
core-principles.md +115
results-logging.md +91
examples-by-domain.md +208
getting-started.md +30

Upgrade

/plugin update autoresearch

Full Changelog: v1.7.4...v1.7.5

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