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great_cto

v2.83.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agentic-coding claude-code-plugin claude-code-skills claude-code-subagents code-review cto
+2 more
multi-agent sdlc

Summary

AI summary

Ranked BM25 search improves recall for /resume and architect pattern lookup across Ranked Memory Recall, BM25, and Tests modules.

Full changelog

Ranked memory recall (BM25)

  • scripts/lib/memory-search.mjs — a zero-dep BM25 search over great_cto's
    memory (session logs, brain/lessons/decisions, and ~/.great_cto/global-patterns).
    Rich memory was let down by naive recall: /resume read the most recent
    logs and architect's pattern-lookup grepped patterns by exact applies_to
    frontmatter. Recent ≠ relevant, and an exact grep misses a related pattern
    under a different label. Ranked search surfaces the relevant memory.
  • Wired into /resume — now also surfaces the past sessions most relevant
    to the current work (query built from the git branch + open task titles), not
    only the newest three.
  • Wired into architect pattern-lookup — adds a "also possibly relevant
    (ranked recall)" section alongside the exact-tag matches, so a semantically
    related pattern surfaces even when its applies_to label differs.
  • Pure Node, no deps, no index files, builds in-memory per call (memory corpora
    are small). Fail-open: silent if node/module is unavailable. Idea adapted from
    Kuberwastaken/reference (BM25 over agent memory); implemented fresh in Node.
  • Tests: lib suite +6 (348 total, all green).

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About great_cto

Engineering-management layer of 34 specialist AI agents covering the full SDLC (architect, PM, senior-dev, reviewer, QA, security, devops, L3-support + 18 archetype-specific reviewers) with auto-detected archetypes and compliance gates (PCI-DSS, HIPAA, FedRAMP, GDPR, EU AI Act). Runs in Claude Code, Cursor, Codex CLI, Aider, and Continue via AGENTS.md + MCP. MIT.

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Related context

Earlier breaking changes

  • v2.72.2 Removes Autopilot sidebar item and Operate topbar button from dev board.
  • v2.55.0 Hard-gates the Build board; redirects invite sessions to Operate for operators.
  • v2.43.0 Runtime now blocks autonomous execution of irreversible actions without prior human checkpoint.
  • v2.43.0 Adds reversible and blastRadius fields to every flow step.
  • v2.32.0 Removed AgentShield scanner and its CLI commands.

Beta — feedback welcome: [email protected]