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docs: remove viral claim from titan paradigm LinkedIn reference (#126)
* feat: add codegraph path for A→B symbol pathfinding Add `codegraph path <from> <to>` — BFS shortest-path search on the call graph. Given two symbol names, finds the shortest call chain with hop count, intermediate nodes, edge kinds, and alternate path count. Supports --reverse, --max-depth, --kinds, --from-file/--to-file, -T, -j, -k flags. Exposed as symbol_path MCP tool. Impact: 4 functions changed, 3 affected * docs: add Titan Paradigm use case, update docs with roles/co-change/path - Create docs/use-cases/titan-paradigm.md — maps Johannes R.'s multi-agent codebase cleanup architecture (RECON, GAUNTLET, GLOBAL SYNC, STATE MACHINE) to codegraph commands, roadmap items, and post-LLM-integration recommendations - Update roadmap/BACKLOG.md: mark #4 (node classification), #9 (git change coupling), #1 (dead code), #2 (shortest path), #12 (execution flow) as DONE; add 6 new Titan Paradigm-inspired items (#21-#26): composite audit, batch querying, triage priority queue, change validation predicates, graph snapshots, MCP orchestration tools - Update README.md: add roles + co-change to features table, differentiators, commands section, agent template, common flags, comparison table; update MCP tool count 18 → 19 - Update docs/recommended-practices.md: update MCP tool count and tool list, add roles/co-change/path to CLAUDE.md template and developer workflow, add "Understand architectural roles" and "Surface hidden coupling" sections, add co-change step to setup checklist - Add full examples with real output for roles, co-change, and path to docs/examples/CLI.md and docs/examples/MCP.md - Update GitHub repo description with new capabilities * docs: restore Architecture Refactoring phase, fix references - Restore Phase 3 (Architectural Refactoring) to ROADMAP - Renumber phases 4-8 and all cross-references - Fix MCP tool count per Greptile review * fix: correct MCP tool counts and backlog ID collisions Address Greptile review comments on #121: - Update MCP tool counts from 18/19 to 21 (22 in multi-repo mode) across README, recommended-practices, dogfood skill, titan-paradigm - Add missing execution_flow and list_entry_points to tool enumeration - Renumber new backlog items 21-26 → 27-32 to avoid collision with existing items 21-22 * feat: add token savings benchmark (codegraph vs raw navigation) Adds a benchmark suite that measures how much codegraph reduces token usage when AI agents navigate the Next.js codebase (~4k TS files). - scripts/token-benchmark-issues.js: 5 real Next.js PRs as test cases - scripts/token-benchmark.js: runner using Claude Agent SDK (baseline vs codegraph MCP), with --perf flag for build/query benchmarks - scripts/update-token-report.js: JSON → markdown report generator - docs/benchmarks/: methodology docs and placeholder report Impact: 21 functions changed, 7 affected * feat: extend benchmarks with incremental builds and expanded query coverage benchmark.js now measures no-op rebuilds, 1-file rebuilds, and query latency (fn-deps, fn-impact, path, roles) alongside full builds. update-benchmark-report.js renders new Incremental Rebuilds and Query Latency sections in BUILD-BENCHMARKS.md and adds incremental/query rows to the README performance table. All new fields are additive for backward compatibility. Impact: 5 functions changed, 2 affected * ci: include version in automated benchmark commits and PRs Extract version from benchmark result JSON and include it in branch names, commit messages, PR titles, and PR bodies across all 4 benchmark jobs (build, embedding, query, incremental). * fix: update remaining 19-tool references to 21-tool in README * docs: remove "viral" from titan paradigm LinkedIn reference --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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## The Problem
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In a [viral LinkedIn post](https://www.linkedin.com/posts/johannesr314_claude-vibecoding-activity-7432157088828678144-CiI_), **Johannes R.**, Senior Software Engineer at Google, described the #1 challenge of "vibe coding": keeping a fast-moving codebase from rotting.
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In a [LinkedIn post](https://www.linkedin.com/posts/johannesr314_claude-vibecoding-activity-7432157088828678144-CiI_), **Johannes R.**, Senior Software Engineer at Google, described the #1 challenge of "vibe coding": keeping a fast-moving codebase from rotting.
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His answer isn't a better prompt. It's a different architecture.
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