In this commit, we pick up the dashboard refresh for the code_drift1
run: the exported lineage data now reflects 167/400 evals, best score
0.9209, with the budget still open.
In this commit, we fold the two newest findings into the site without
touching the approved design. The settled result, exp-011's paradigm
ceiling, becomes a new findings section: three independent lineages
converge within 0.014 objective of one another on the same
interval-belief design, shown as a dot plot against the lnd and seed
baselines, with the two unrewarded inventions and the honest limits
(three samples, shared reflection-model culture) called out alongside.
The in-flight experiment gets its own page instead: drift.html, a
third nav tab covering the virtual clock and background traffic
mechanics, the pre-evolution baseline in which the champions' hard
bounds survive drift while lnd's decay still trails, and a ledger of
what each possible outcome of the live code_drift1 run would mean.
Keeping a verdictless experiment out of the findings page preserves
that page's register, and the new tab gives future in-flight chapters
a home.
The masthead, timeline, and live-run telemetry now reflect eleven
experiments with code_drift1 running, and refresh_dashboard.sh
bundles the new page so scheduled publishes carry it. Published as
Litbucket version 36.
In this commit, we write up exp-011: the code_gen2 run seeded from the
small original router with the champions' discovered insights supplied
only as prose in the reflection prompt. The run completed its full 400
eval budget cleanly and accepted 31 candidates, roughly four times
code_mix1's acceptance rate, confirming that small seeds iterate much
faster than champion-sized ones.
The headline result: insight transfer works, but hits the same
ceiling. The best gen2 candidate reaches champion-class performance on
all three held-out tiers (combined 0.638 vs mx_c3's 0.652 and hb1's
0.640, with identical 2.3 attempts/payment on mainnet) yet passes
neither champion. Three independent lineages now converge on the same
interval-belief paradigm and the same performance band, which reads as
a local optimum for the current environments. gen2 also evolved two
novel mechanisms the sim never rewards -- in-flight local liquidity
reservation and weakest-edge failure attribution -- suggesting the
next lever is changing the environment (exp-008 background traffic,
exp-010 splitting pressure) rather than spending more eval budget.
We archive the best candidate source next to the writeup, log the
paradigm-ceiling learning in IDEAS.md, update the notebook and
CLAUDE.md open-work section, and check in the final code_gen2 lineage
data for the command center.
In this commit, we replace the dashboard's console theme with an
editorial report design: a single light paper theme, serif headings
and body with mono reserved for quantitative type, and one oxide
accent used only where it carries meaning. The palette was validated
for CVD contrast against the actual background rather than eyeballed.
We also add findings.html, a standalone write-up of the research so
far: the mainnet validation headlined by the 8.6x attempt reduction,
the paradigm-over-parameters negative result, the three tiers of
held-out evidence, and an anatomy ledger of what the evolved routers
dropped, rediscovered, and invented relative to lnd's stack --
including the honest caveat that the champions' rejection of time
based logic is partly a simulator artifact.
Four hand-drawn SVG diagrams explain the system: the GEPA loop, a
schematic contrasting clock-decayed penalties with evidence-bounded
liquidity intervals, the rediscovered bimodal prior plotted from the
champions' own constants, and the champions comparison chart.
The live-run wiring is hardened for code-mode runs: the candidate
view now detects Go-source candidates, shows line counts and source
diffs, and degrades gracefully on missing exporter fields. Finally,
refresh_dashboard.sh now bundles findings.html, so scheduled
refreshes no longer drop the page from the published site.
In this commit, we pick up the dashboard refresh for the new code_gen2
run: the exported lineage data and a live-run note that the small-seed,
insight-enriched follow-up is in flight.
In this commit, we add the static command-center site: an overview phase
tracker, live run charts with candidate lineage, a corpus explorer, and
an explainer covering the simulator, mission control's probability
models, and the evolution results. The site is self-contained (no build
step), serves via any static file server, and publishes to Litbucket
through the refresh_dashboard.sh script, which exports a GEPA run
directory into the dashboard's data schema via export_run.py.
