Add design document for real-time trace functionality#3
Closed
johnnygreco wants to merge 1 commit intomainfrom
Closed
Add design document for real-time trace functionality#3johnnygreco wants to merge 1 commit intomainfrom
johnnygreco wants to merge 1 commit intomainfrom
Conversation
Comprehensive design covering trace data model (session/turn/tool-call three-level hierarchy), pattern detection engine (6 detectors for retry loops, circular edits, test-fix spirals, env errors, token waste, and anti-patterns), a new check_insights MCP tool for agent self-improvement, a kraang watch CLI with Rich Live dashboard, cross-session learning via fingerprint-based pattern materialization, and a phased approach starting with Python and graduating to a Rust ingestion binary. https://claude.ai/code/session_01QnzxEPDkYW7CZ7ZQwJP4Hy
johnnygreco
pushed a commit
that referenced
this pull request
Feb 22, 2026
A panel of 7 specialized reviewers (Systems Architecture, Pattern Detection, Security, Agent Behavior, Production Engineering, Product Strategy, and Contrarian) analyzed the design document in PR #3. Key findings: 14 critical issues including phase reordering (ship post-session analysis first, defer watcher), insight prompt injection risks, missing schema migration system, and agent delivery mechanism concerns. 31 major findings covering detector gaps, fingerprinting fragility, operational concerns, and missing high-value applications. The review recommends restructuring — not rejecting — the design: lead with intelligence (cross-session learning), defer infrastructure (watcher, dashboard, Rust). https://claude.ai/code/session_01Hc7hcf6unv3GBoNSJ8DmuT
Owner
Author
|
Check out beacon dude |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Comprehensive design covering trace data model (session/turn/tool-call
three-level hierarchy), pattern detection engine (6 detectors for retry
loops, circular edits, test-fix spirals, env errors, token waste, and
anti-patterns), a new check_insights MCP tool for agent self-improvement,
a kraang watch CLI with Rich Live dashboard, cross-session learning via
fingerprint-based pattern materialization, and a phased approach starting
with Python and graduating to a Rust ingestion binary.