Issues

• feat(ingest): Add configurable error policy (raise vs skip) to S3Source

  area: ingestiondifficulty: intermediateenhancementhelp wanted
  codeforstartups/dynavec#323 · Filter by author shivamm-gupta opened on Oct 3, 2026

• bug(import): Validate JSONL schema, vector dimension, and types in import_namespace()

  area: clibugdifficulty: intermediatehelp wanted
  codeforstartups/dynavec#322 · Filter by author shivamm-gupta opened on Oct 3, 2026
  1

  

• feat(ingest): Support cursor pagination in MCPResourceSource

  area: ingestiondifficulty: intermediateenhancementhelp wanted
  codeforstartups/dynavec#321 · Filter by author shivamm-gupta opened on Oct 3, 2026

• bug(client): Validate embedding batch response counts before assigning vectors

  area: embeddingsbugdifficulty: intermediatehelp wanted
  codeforstartups/dynavec#320 · Filter by author shivamm-gupta opened on Oct 3, 2026
  1

  

• Commit the roadmap doc into the repo (docs/roadmap.md)

  Agent-Orchestrationdocumentationgood first issuehelp wantedpillar: ecosystem
  codeforstartups/dynavec#314 · Filter by author codeforstartups opened on Oct 1, 2026

• Docs: ecosystem overview page in the docs site

  area: docsdocumentationgood first issuehelp wantedpillar: ecosystem
  codeforstartups/dynavec#312 · Filter by author codeforstartups opened on Oct 1, 2026
  2

  

• Landing page: positioning vs LangChain / LangGraph (parity + differentiators)

  area: landing-pagedocumentationhelp wantedpillar: ecosystem
  codeforstartups/dynavec#311 · Filter by author codeforstartups opened on Oct 1, 2026

• Landing page: "How they fit together" diagram

  area: landing-pagegood first issuehelp wantedpillar: ecosystem
  codeforstartups/dynavec#310 · Filter by author codeforstartups opened on Oct 1, 2026

• Landing page: ecosystem section introducing the four pillars

  area: landing-pagedocumentationgood first issuehelp wantedpillar: ecosystem
  codeforstartups/dynavec#309 · Filter by author codeforstartups opened on Oct 1, 2026

• Multi-cloud: pluggable Azure backends (Azure OpenAI, Cosmos DB, Functions, Durable Functions)

  area: multi-clouddifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#308 · Filter by author codeforstartups opened on Oct 1, 2026 · P6 — Multi-cloud

• Multi-cloud: pluggable GCP backends (Vertex, Firestore, Cloud Run, Workflows)

  area: multi-clouddifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#307 · Filter by author codeforstartups opened on Oct 1, 2026 · P6 — Multi-cloud

• In-loop eval: attach evals to the same run/trace view

  area: metricsarea: observabilitydifficulty: intermediatehelp wantedpillar: dynaevals
  codeforstartups/dynavec#306 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Regression runs & CI gating (fail when a metric drops)

  area: ciarea: metricsdifficulty: intermediatehelp wantedpillar: dynaevals
  codeforstartups/dynavec#305 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Test cases & datasets (labeled inputs → expected outputs/relevance)

  area: metricsdifficulty: intermediategood first issuehelp wantedpillar: dynaevals
  codeforstartups/dynavec#304 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Ragas-style metrics: faithfulness, answer relevance, context precision/recall

  area: metricsdifficulty: intermediatehelp wantedpillar: dynaevals
  codeforstartups/dynavec#303 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Metrics: latency percentiles, QPS, cache hit-rate, error rate, token/cost per run

  area: metricsdashboarddifficulty: intermediatehelp wantedpillar: dynalogs
  codeforstartups/dynavec#302 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Run history: searchable / filterable list with drill-down to a trace

  area: observabilitydashboarddifficulty: intermediatehelp wantedpillar: dynalogs
  codeforstartups/dynavec#301 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Structured logs per-run / per-node with secret redaction

  area: observabilitydifficulty: intermediategood first issuehelp wantedpillar: dynalogs
  codeforstartups/dynavec#300 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• Per-node traces/spans assembled into a run tree

  area: observabilitydifficulty: intermediatehelp wantedpillar: dynalogs
  codeforstartups/dynavec#299 · Filter by author codeforstartups opened on Oct 1, 2026 · P4 — Observability & eval

• One-command serverless deploy (Lambda / Cloud Run), in-account

  area: deploymentarea: packagingdifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#298 · Filter by author codeforstartups opened on Oct 1, 2026 · P5 — Durable & serverless deploy

• Durable execution on Step Functions / Workflows

  area: deploymentdifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#297 · Filter by author codeforstartups opened on Oct 1, 2026 · P5 — Durable & serverless deploy

• Human-in-the-loop / interrupts

  area: orchestrationdifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#296 · Filter by author codeforstartups opened on Oct 1, 2026 · P5 — Durable & serverless deploy

• SDK & CLI: run / deploy / inspect with code⇄visual parity

  area: clidifficulty: intermediatehelp wantedpillar: dynaflow
  codeforstartups/dynavec#295 · Filter by author codeforstartups opened on Oct 1, 2026 · P3 — Visual builder

• Debug & iterate: step through, re-run a single node, pin test inputs

  area: visual-builderdifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#294 · Filter by author codeforstartups opened on Oct 1, 2026 · P3 — Visual builder

• Live run visualization on the canvas

  area: observabilityarea: visual-builderdifficulty: advancedhelp wantedpillar: dynaflow
  codeforstartups/dynavec#293 · Filter by author codeforstartups opened on Oct 1, 2026 · P3 — Visual builder