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Goal Build node-to-node connectivity (WebRTC data channels with TURN relay fallback, a rendezvous/signaling service, and NAT traversal) so pipeline-stage nodes can stream activations to each other. Context ...
lane:compute-client
priority:p2
type:feature

Goal Add distributed inference serving for large models via pipeline-parallel partitioning across nodes, as a separate latency-sensitive track from training. Context Distributed inference serving is ...
lane:compute-client
priority:p2
type:feature

As a system administrator, I want step sequence definition (jsonb). Pending · Platforms: Web · Source: RFC · RFC: RFC-002 Before coding (per CLAUDE.md): research the real-world scenario, then expand ...
platform:web

Parent story: #303 Agent: security-agent Assignment Review the nav and routing changes made by angular-frontend-agent (#304) for any auth or access-control issues. Specific checks: 1. Route guard coverage: ...

Goal Have the worker upload its adapter delta Δ to S3 and record the ref (plus tokens_processed and local_steps) as a contributions row via /submit-result. Context docs/ML_LAYER.md §3 (Regime 1, step ...
lane:compute-client
priority:p1
type:feature

Goal Cut per-round delta bytes so cells can sync more often and the fleet can scale, by adding DeMo/DisTrO-style decoupled-momentum compression with top-k / int8 quantized deltas and error feedback. ...
lane:trust-verify
priority:p2
type:feature

Goal Have the worker upload its adapter delta Δ to S3 and record the ref (plus tokens_processed and local_steps) as a contributions row via /submit-result. Context docs/ML_LAYER.md §3 (Regime 1, step ...
lane:coordinator
priority:p0
type:chore

Goal Add redundant-shard directional-agreement verification: occasionally assign one data shard to two cells and accept the contribution if their deltas are directionally consistent (cosine similarity ...
lane:coordinator
priority:p2
type:feature
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