Codex review fix. The earlier approach synthesized a 'suppressed' beat from every
dismissed OUTCOME, which is wrong: a dismissal is not a later suppressed repeat,
and the old dismissal timestamp sank below the 12-row activity cap (invisible).
Now the negative-feedback loop is recorded WHEN IT HAPPENS. When shouldIntervene()
returns false specifically because a signature was dismissed before
(agent/podman.ts), the agent writes a durable SuppressionDoc to a new
`suppressions` collection, timestamped at the repeat. graph/live.ts materializes
those into kind:'suppressed' activity (recent -> surfaces at the top). The
suppressed collision is never written to `collisions` (agent returns before
recordCollision), so this is its own record.
Verified end-to-end: a transient demo-pod suppression renders at the TOP of the
activity stream; cleaned up after. shared build + backend/frontend typecheck +
eslint pass.
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Combine Caddy+API and Hermes+detector into single nodes, collapse the
LiveKit room internals, and relabel every edge with the value it carries
(pre-commit signal, nudge before clash, learn from outcomes) instead of
listing every transport hop.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LuV8W8oNYRsDWKoqK8Mkqc
Replace the single all-in-one architecture flowchart with two focused
diagrams: (1) how LiveKit, Hermes, MongoDB, and DigitalOcean wire
together, and (2) Gemini's five surfaces with their triggers, models,
and call sites.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LuV8W8oNYRsDWKoqK8Mkqc
Surfaces "rework saved" at the top of the teammate Work History dialog:
a transparent heuristic over collisions Hermes caught early (eligible =
gitOverlap or critical, with an intervention), credit split across
involved engineers. Shows hard counts (clashes caught, conflict-free
files) plus an info-tooltip breakdown of the estimate.
- shared: optional MemberWorkHistoryRoi field (back-compat, self-zeroes)
- backend: query collisions + interventions in getMemberWorkHistory,
computeRoi helper
- frontend: RoiBand + RoiTooltip components, hidden when no clashes
Implements docs/plans/work-history-roi.md.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LuV8W8oNYRsDWKoqK8Mkqc
Build-ready spec for adding a "rework saved" ROI band to the member
Work History dialog: transparent heuristic over caught collisions,
additive shared field + backend queries + presentational component.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LuV8W8oNYRsDWKoqK8Mkqc
- docs/plans/research-overlap.md: self-contained build spec for code-edit
vs research cross-channel overlap nudge (vision classifies editing vs
research, semantic embedding match, collaboration nudge). Ready for an
implementing agent.
- CLAUDE.md: replace branch-first habit with push-directly-to-main policy
plus mandatory pull --rebase before push for concurrent teammates.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LuV8W8oNYRsDWKoqK8Mkqc
Reframe README around the real bottleneck (human coordination, not
engineering ability) with the "five-minute meeting" cost story; rewrite the
demo script to match. Update gemini/livekit/mongodb/digitalocean specs to
reflect shipped code (Gemini Live agent, TTS, embeddings, Lyria via
Interactions API; current API routes; hermes_jobs collections). Add hermes.md.
Rename graph.md -> cont_learning.md. Remove outdated/dead docs (agent-learning
scaffolding, graph-discovery, handoffs, superpowers, idea/plan/demo-setup) and
the bundled LiveKit starter under examples/. Rewire CLAUDE.md doc-first gate
off the deleted PLAN.md.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LuV8W8oNYRsDWKoqK8Mkqc
Addresses the P1 brittleness in the Step 3 verifier so learned_from edges
(graph/live.ts:413) can't be silently zeroed on stage.
- Capture overlap AT detection time as Collision.gitOverlap (podman.ts), while
engineer_states are still fresh, instead of re-deriving from possibly-stale
state when the user clicks. deriveWasRealCollision() now prefers this stored
evidence and only falls back to a live re-derivation for older collisions.
- Canonicalize engineer names (trim + lowercase) on both the capture and the
fallback path, so "Karti" vs "karti" no longer misses the git state.
- conflictKey now reuses the shared comparableBasename() helper (dedupe).
shared/src/collision.ts gains optional `gitOverlap?: boolean` (additive).
shared rebuilt; backend+frontend typecheck + eslint pass. PLAN.md rung 3 updated.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Backend becomes authoritative for the verifier signal. recordOutcome now
overrides the client-supplied wasRealCollision with deriveWasRealCollision():
a flagged collision counts as REAL only if BOTH named engineers currently have
the collided file in their git changedFiles (getGitStates, 120s freshness TTL).
Conservative false when the collision is orphaned/missing or git state is
stale. Restores the (accepted x wasReal) 2x2 the spec assumes instead of the
hardcoded 107/107 true.
frontend/useInterventions.ts stops sending a hardcoded `true` (now a
backend-overridden placeholder). Spec: continual-learning/spec.md:98-108,
policy.md:35-42. backend+frontend typecheck + eslint pass. PLAN.md P0.5 rung 3
added.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Step 1 — policy.ts shouldIntervene: suppress on a prior dismissal alone.
The former `&& !priorOutcome.wasRealCollision` term was dead code (outcomes
record wasRealCollision hardcoded true), so the 85 real dismissals in Atlas
were never used. Now a prior accepted===false suppresses the next identical
nudge. Spec: continual-learning/policy.md:41, spec.md:163.
Step 2 — podman.ts handle: only escalate severity to 'critical' (the spoken
alert trigger) when the recalled prior was an accepted *real* collision,
instead of blanket-escalating every recall. Surfaces learned routing in
preferredAction; stops dismissed/false priors over-escalating to voice.
Spec: continual-learning/policy.md:62-63, plan.md:66.
Documentation-first: adds PLAN.md section 8 "P0.5 - RSI negative-feedback
activation" with both rungs + follow-ups. No schema change. backend typecheck
passes. Independent of the MongoDB-cleanup handoff (Codex).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Fresh-session handoff covering the dynamic force-directed graph, honest de-noised
metrics, the click-to-explain Flow pane, the divergence vs main's parallel impl,
the best-of-both reconciliation (PR #38), build/verify quirks, and gotchas.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The 'Test audio' button becomes 'Background Music': each pod gets a calm looping track from Gemini Lyria 3 that sings the pod name once up front then stays instrumental. Backend GET /api/pods/:id/music generates via the Gemini interactions endpoint and caches the MP3 per pod in Mongo (pod_music); the frontend fetches and loops it via Web Audio, published pod-wide on the existing podman-beat track.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Lands the dynamic Team-memory redesign on top of main's continual-learning
pipeline. main already computes loop/activity in the API but its GraphView never
rendered them and kept a static-column graph; this swaps in the dynamic graph and
surfaces the rails, reusing main's richer PodLearningLoop / PodGraphActivity types.
Frontend (new frontend/src/components/graph/*, composed into GraphView.tsx):
- forceSim.ts: dependency-free force layout (charge, link springs, centroid
recenter, 2-pass collision, bounds clamp, alpha anneal) — no new deps/lockfile churn.
- GraphCanvas.tsx: SVG render from the sim — draggable + pinnable nodes, curved
edges, weight-sized shapes, fade-in, animated learned_from dash, risk-path
lighting / rest dimmed, label collision-avoidance.
- MetricsRail / LearningLoop / ActivityStream / SelectedNodePanel / encoding.ts:
the mock's rails + stream + detail panel in light shadcn. LearningLoop consumes
main's PodLearningLoop (steps + activeStep); ActivityStream consumes
PodGraphActivity (title + detail). SelectedNodePanel adds a Flow section that
narrates the path through a clicked node (flowNarrative); default copy is
mode-aware. Edge legend rounded out (editing/touches).
- GraphView polls every 5s and diffs (positions preserved), + ws /api/events nudge.
Stale selection (node gone across a poll) dropped so the canvas can't dim entirely.
Backend (surgical — main's materializer + buildLoop kept):
- live.ts: headline metric cards derived from the FINAL de-noised graph (Open risk
paths = distinct collision files; Learned owners = distinct owner engineers)
instead of raw collision-signature / accepted-outcome counts that inflate with
test churn (50 -> 4 risk files, 16 -> 1 owner on live). buildLoop untouched.
- demo.ts: metrics realigned to the demo graph (3 owners / 1 risk path / 100%).
Verified: lint + -r typecheck + -r build pass; Playwright confirmed the dynamic
graph (ticks on load, draggable), the loop rail (5 steps, ADAPT active) and
activity stream rendering main's shapes, honest metrics (3/1/100%), and the flow
narrative per node kind — zero page errors.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Adds repo_recent_commits (history/authorship, optional path or author) and
repo_find_commits (by commit message or pickaxe code search) so the voice
agent can answer who-changed-what and which-commit-introduced-X over the
local karti-ai/podman checkout.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Voice agent can now search the repo (code, symbols, files) via ripgrep over
the live local checkout of main. GitHub code-search index is empty for this
repo, so back it with the always-current clone instead.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Both dedup gates (shouldIntervene per-pod cooldown + hasRecentInterventionForCollision per-file window) were purely time-based, so an unresolved conflict re-alerted every NUDGE_COOLDOWN_MS (30s on prod). Track active conflicts in-memory in PodMan and alert only on the transition into conflict; re-arm when a detection cycle no longer sees it.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Surface audio-playback unlock and mic publish as persistent buttons in the pod control row (alongside Test audio / Test PodMan voice / Share screen), replacing the conditional 'Sound is off' banner that only appeared after a refresh. Enable mic calls setMicrophoneEnabled, which triggers the browser permission prompt so users can verify their mic is set up right.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Make the "Test audio" connectivity check pod-wide instead of local to the
publisher. Shared on/off state is derived from the presence of the podman-beat
track across participants (self-syncing on join/leave). Any participant can
stop it: the owner unpublishes directly; non-owners send a new additive
BEAT_STOP data message that the owner honors. Drives the button label, status
line, and status waveform for everyone, and guards against rapid-double-click
double-publish and mid-start unmount leaks.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Drop vite-plugin-pwa and add an index.html snippet that unregisters any leftover service worker and clears its caches on load. Continuous deploys during the event plus a self-destroying SW were forcing open tabs to reload mid-demo. Browsers self-heal on next load; re-add a precaching PWA post-event.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Replace the confusing Join / Add-and-join / +Add trio on PodCard with one flow: type your name, hit Join → added to the roster (deduped server-side) and connected in one step. Removes the join-as-members[0] impersonation footgun where a second person could kick the first.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The deployed graph was an unreadable mess: full file paths centered on nodes
bled across columns, and collision labels showed garbage vision symbols
("infra/README.md### Running the git watcher").
- node labels are now the last two path segments (full path in summary)
- collision labels are just the file (drop the junk #symbol)
- cap file nodes to 9 (collision files prioritized)
demo-pod: 22 -> 20 clean nodes; no label bleed.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
My/Team streams were one flat lane; source provenance was buried as a
gray badge by the filename. Group each lane into Signals (vision/git
inputs) and Reasoning & decisions (collision/intervention/outcome), and
promote source to a color-coded provenance chip with a readable kind
label. Presentation-only; no shared-type or backend changes.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VpySDjxpM1usXMEngJRWqG
sb-iam