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sessions: checkpoint after exp-017
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@ -4,8 +4,8 @@ shortname: routing-evolution
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status: active
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task_ids: []
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created_at: 2026-07-24T20:38:07Z
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updated_at: 2026-07-26T21:47:04Z
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compaction_count: 2
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updated_at: 2026-07-27T06:48:53Z
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compaction_count: 3
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git_branch: gepa
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git_last_commit: 127c34067
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---
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@ -1,11 +1,11 @@
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---
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session_id: 019f95d9-7ff7-709b-8847-ec904f72acdd
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shortname: routing-evolution
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last_updated: 2026-07-26T21:55:00Z
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compaction_count: 3
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progress_pct: 100
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last_updated: 2026-07-27T00:00:00Z
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compaction_count: 4
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progress_pct: 0
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current_step: 1
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total_steps: 3
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total_steps: 4
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---
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# Quick Resume: routing-evolution
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@ -13,46 +13,51 @@ total_steps: 3
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## TL;DR
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Execution-state session for the GEPA routing-evolution program; the
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science lives in `simulation/lab/` and orientation in root CLAUDE.md.
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Everything is committed and pushed; the only thing in flight is
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exp-013 (`code_hybrid1`), a continuation evolution seeded from
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atomic1. Monitor it to verdict, then validate.
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Current phase: exp-017 (liquidity generator-family robustness sweep,
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the de-circularization) with three Opus 5 background agents building
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the pieces; omni adjudication (exp-018) prepped in parallel.
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## Checklist
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1. [x] exp-013 `code_hybrid1` completed (352 evals, 30 iterations)
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2. [x] Exploit-grep clean, overlay-compiled, six-tier paired sweep run
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3. [x] Verdict NEGATIVE: below mx_c3 on all six tiers and below its
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own seed on gepa's held-out test. No champion swap. Written up
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in exp-013-hybrid-continuation.md, pushed at 8360a3829.
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4. [ ] Next: traffic-engine fix (tree is now free) <- HERE
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1. [x] exp-017 implementation (agents A+B, committed 817804ea5..388fc426b)
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2. [x] exp-017 sweep + writeup + docs + site v58 (verdict: paradigm
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survives 13/13; hb1 >= mx_c3 on 12/13; atomic1 flat-liquidity
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specialist; pushed through 5de6a7cb3)
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3. [x] exp-018 prep (agent C; runner committed d6aafd52d, gepa fix
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durable at ~/codez/gepa main 7c20d98c, both venvs refreshed)
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4. [ ] Awaiting user: launch exp-018 (locks tree) or degraded
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attribution (needs tree) first <- HERE
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## Key Context
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- Scratch (wiped by reboot, regenerable from fixed seeds):
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/private/tmp/claude-501/-Users-roasbeef-gocode-src-github-com-lightningnetwork-lnd-gepa/8563fa98-1f3e-4c15-8b0f-7223a827b9a2/scratchpad
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- exp-013 closed 17:22 on 2026-07-26. Its lesson: a seed already at
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the attempt frontier makes continuation evolution walk toward
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giving up, not toward quality.
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- TREE IS FREE — no code-mode run holds `routing/`. All four
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pre-upstream tasks in CLAUDE.md are unblocked.
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- The exp-012 multivantage mainnet set is NOT a valid champion tier
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(identical 0.227 success for every router). Use scen-mainnet.json.
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- `summary.json`'s `best_score` is an inflated per-minibatch metric
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(currently 0.996 — meaningless). Champions are decided ONLY by
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held-out paired validation.
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- Closed and written up this session: exp-010b, exp-012, exp-002b.
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Docs reconciled through commit 201724c80; dashboard at v55.
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- HEAD at session-current start: 18cc7719a (exp-016 retraction).
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Uncommitted: codex xhigh effort (codex_lm.py, run_gepa_code.py),
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give_up_rate/bg_settle_rate ASI surfacing (evaluate_code.py), plus
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whatever agents A/B produce.
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- USER DIRECTIVE: GEPA searcher/reflection agents run codex
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gpt-5.6-sol at high/xhigh — now the default (per-call -c override
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beats the stale harness-home config.toml).
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- USER DIRECTIVE: lead orchestrates Opus 5 agents for implementation
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(simulator, gepa tweaks, notebooks, site); Fable advisor for
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design checks.
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- Advisor queue: exp-017 family sweep -> distillation patch (FailAmt
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as pathfinding constraint + amount-adaptive MPP in lnd's own
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stack) -> exp-018 omni adjudication -> degraded attribution ->
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offline replay on real payment data.
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- Tasks tracked in the task tool: #19 (agent A), #20 (agent B),
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#21 (sweep, blocked on 19+20), #22 (agent C).
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- Tree is being EDITED by agents A/B — do not launch any code-mode
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evolution run until they finish and the sweep completes.
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- Champions unchanged: hb1 + mx_c3. Dashboard at v57.
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## Current Position
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- File: (monitoring, no active edits)
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- Last action: exp-013 closed negative, written up, pushed, digest mailed.
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- Last action: exp-017 closed and published (v58), digest mailed.
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HEAD 5de6a7cb3, tree clean. Champion adjudication (hb1 vs mx_c3)
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queued as CLAUDE.md item 3.
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## Open Blockers
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- None. The four next-priority experiments all need `routing/`, so
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they wait on exp-013 rather than being blocked in the usual sense.
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- None.
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## Resume Commands
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```bash
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git status
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ps aux | grep "[r]un_gepa"
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ls <scratch>/outputs/code_hybrid1/evals | wc -l
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grep -c "reflection unavailable" <scratch>/runs/code_hybrid1/run_log.txt
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git log --oneline -3
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```
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