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Development Roadmap
What the team is working on
Media Reviews by @Konyakoff
●[P0] `devshards`: add end-to-end tests for timeout mechanismsHIGH
●[P0] Benchmark `devshards`HIGH
●[P2] Devshard escrow stats collection and off chain stats support
●[P2] Security MerkleTree Proofs; Merge participant validation till block0; Need to add signature check at recording
●[P1] Maintenance window for hosts
●[P2] MLNode Token-Based Authentication and FQDN Support
●[P0?] Extend dev and TA signature payloads
●[P2] Improve onboarding experience
●[P2] Finalizing the WebSocket (merge with `call_Back`, new vLLM will require python side implementation)
●Inference validation optimization
●Punish TA on signature/component mismatch
●Inference invalidation by pseudo random sub-group of participant (to decrease amount of `MsgValidation`)
●The variable `DAPI_API__POC_CALLBACK_URL` is causing a lot of issues. It might be simpler in the future to use `gRPC` and handle callbacks within the same connection instead.
●Optimize mlnode: reduce mlnode image size, refactor api service (proxy part for the start)
●Research: Ephemeral port exhaustion
○Inference /v1/chat/completions on node3 returns 429 for ~90% of requests — single live TA caps community gateways at ~10% pass-rate
○`devshards`: Research aggregated BLS signatures
○[P0] `devshards`: Limit amount of inferences
○[P0] Make handling of warm keys deterministic (implementation)
○`devshards`: Implement aggregated BLS signatures
○subnetctl: inference error handling
○`devshards` `SessionConfig` setting by governmant
○Avoid truncation for large validation weights
○Signed /v1/chat/completions still panics on all three documented mainnet transfer-agent endpoints
○Bridge: Stale epoch keys can authorize withdrawals up to 365 epochs after rotation
○Security Audit: Systematic review across inference chain, bridge, subnet, and API layers
○State sync snapshots corrupted - all snapshots fail on last 2 chunks (826-827/827)
○VLM inference and validation in Gonka
○[zpoken] Define and validate scalable off-chain PoC communication beyond Merkle-based commits
○Bug: GET /api/v1/epochs/{N}/participants returns 500 for past epochs (CreatedAtBlockHeight=0)
○Alphabetical Bias in PoC Slot Allocation
○Bug: ManagedStorage silently skips failed epoch pruning — minPruned advanced before goroutines complete
○Inference Slot Hogging
○Intersection between update of `epoch_length` params and PoC procedure can lead to consensus failure
○Vested payouts in x/inference ignore caller funding module and always debit inference account
○gRPC always falls back to RPC
○Bug Report: api container sends abci_query with height: 0 despite being synced
•Slow nodes investigationHIGH
•Investigate missed inference on some nodes (root causes + mitigation)HIGH
•Continuous PoC design + implementationHIGH
•`devshards` Postgres support for `devshard` storage
•Enable simulation and fuzz testing for inference-chain
•BUG-1: Preserved node disabling
•Validators are marked for removal but haven't removed
Completed
- —Upgrade v0.2.12Apr 30
- —MLNode config + skillsApr 30
- —GEB-60Apr 29
- —GEB-59Apr 29
- —fix: Certik audit fixes (GEB-59, GEB-60)Apr 29
- —fix: allow wrapped token migration from cw20-base markerApr 29
- —fix: implement inference slot rotation to prevent hogging (closes #706)Apr 29
- —fix: implement deterministic allocation shuffle to resolve alphabetic…Apr 29
- —fix: avoid uint32 truncation for large validation weightsApr 29
- —fix(subnet): add authentication to GET endpoints on transport serverApr 29
- —fix(proxy): remove wildcard CORS default to prevent cross-site abuseApr 29
- —fix(subnet): cap catch-up diffs to prevent CPU/memory exhaustionApr 29
- —fix(api): remove debug endpoints from public serverApr 29
- —fix(api): add SSRF protection for executor URLs from chain stateApr 29
- —fix(bridge): add TTL to warm key cache to prevent cache poisoningApr 29
- —fix(api): prevent internal error details from leaking to clientsApr 29
- —bad-actor modes (#561)Apr 29
- —Ak issue619Apr 29
- —fix: add HTTP client connection pooling to prevent ephemeral port exhaustionApr 29
- —feat(poc-v2): off-chain propagation of merkle root commits via turbine trees Apr 29
Updated 8 min ago · Source: GitHub