future-agi

Issues somebody may already be working on are listed last. List everything by date

• Tracer integration fixture bypasses the ClickHouse test-sidecar guard

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  Difficulty 2/5 1-3 hours Newbie friendliness 62/100

  future-agi/future-agi#4092 · 1 comment · Opened Nov 14, 2026

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• agentic_eval: Jaro-Winkler similarity doesn't floor the transposition count

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  accepted backend bug evaluations

  Difficulty 2/5 1-3 hours Newbie friendliness 80/100

  future-agi/future-agi#4090 · Opened Nov 14, 2026

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• feat(evaluations): add deterministic SymbolicMath function evaluator for exact math verification

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  Difficulty 4/5 3-5 days Newbie friendliness 18/100

  future-agi/future-agi#4053 · Opened Nov 13, 2026

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• fix(simulate): workflow cancel retries miss real Temporal outages

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  accepted backend

  Difficulty 3/5 Half a day Newbie friendliness 30/100

  future-agi/future-agi#4041 · Opened Nov 13, 2026

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• feat(simulate): boxd as a third hosted sandbox provider

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  Difficulty 3/5 1-2 days Newbie friendliness 52/100

  future-agi/future-agi#4028 · Opened Nov 12, 2026

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• feat(gateway): a first search provider for POST /v1/search (Keenable, keyless)

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  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  future-agi/future-agi#3871 · Opened Nov 10, 2026

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• Expand evaluator decision models with explicit BYOK connections

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  accepted enhancement

  Difficulty 5/5 Over a week Newbie friendliness 15/100

  future-agi/future-agi#3779 · Opened Nov 9, 2026

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• model_hub: document data URLs are typed as TEXT instead of DOCUMENT

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  Difficulty 1/5 1-3 hours Newbie friendliness 25/100

  future-agi/future-agi#3751 · Opened Nov 5, 2026

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• SQL workbench: measure annotation access-path pruning

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  future-agi/future-agi#3734 · Opened Nov 4, 2026

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• SQL workbench: measure identity access-path pruning

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  Difficulty 5/5 Over a week Newbie friendliness 24/100

  future-agi/future-agi#3733 · Opened Nov 4, 2026

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• SQL workbench: measure eval access-path pruning

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  future-agi/future-agi#3732 · Opened Nov 4, 2026

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• gateway: A2A task fields mutated without synchronization (race in the tasks/cancel path named by the CI race-gate carve-out)

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  future-agi/future-agi#3728 · 1 comment · Opened Nov 3, 2026

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• Main is red: release-please, API Contracts, Backend CI, SDK Compatibility, E2E CI and Frontend Main Branch Pipeline all failing on 6840e44

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  Difficulty 4/5 3-5 days Newbie friendliness 15/100

  future-agi/future-agi#3717 · Opened Nov 3, 2026

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• Main is red: release-please, API Contracts, Backend CI, SDK Compatibility, E2E CI and Frontend Main Branch Pipeline all failing on 6840e44

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  Difficulty 4/5 3-5 days Newbie friendliness 12/100

  future-agi/future-agi#3716 · Opened Nov 3, 2026

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• [Bug] : The "Ask AI" Button Cover the "Security" text in the footer Section in the right corner

  May be free again @prabhtheone claimed this 11 days ago, and no pull request is open. Open

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 65/100

  future-agi/future-agi#3690 · 2 comments · Opened Oct 31, 2026

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• Reproducible span-ingestion benchmark and live capacity qualification

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  accepted

  Difficulty 5/5 Over a week Newbie friendliness 1/100

  future-agi/future-agi#3674 · Opened Oct 30, 2026

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• JSON extraction silently corrupts escaped strings in evaluator and structured prompt output

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  Difficulty 2/5 1-3 hours Newbie friendliness 35/100

  future-agi/future-agi#3673 · Opened Oct 30, 2026

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• Gateway bills a semantic or conditional cache hit as a provider call (cost and credits)

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  Difficulty 2/5 1-3 hours Newbie friendliness 25/100

  future-agi/future-agi#3579 · Opened Oct 21, 2026

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• Guardrails: argument-aware "approval" provider (escalate risky tool calls based on their arguments)

  May be free again @BhanuNidumolu claimed this 24 days ago, and no pull request is open. Open

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  feature

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  future-agi/future-agi#3541 · 2 comments · Opened Oct 16, 2026

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• TH-8038: expose grounded environment contract evidence

  May be free again @pratikverse claimed this 24 days ago, and no pull request is open. Open

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  accepted feature

  Difficulty 4/5 3-5 days Newbie friendliness 45/100

  future-agi/future-agi#3441 · 1 comment · Opened Oct 12, 2026

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• Observe F04: keep Session/task-preview long-text IN queries below ClickHouse max_query_size

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  accepted

  Difficulty 3/5 1-2 days Newbie friendliness 20/100

  future-agi/future-agi#3440 · 1 comment · Opened Oct 12, 2026

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• fix(observe): recover missing property picker attributes during catalog rollout

  May be free again @karthikeya1220 claimed this 15 days ago, and no pull request is open. Open

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  accepted

  Difficulty 3/5 1-2 days Newbie friendliness 53/100

  future-agi/future-agi#3434 · 2 comments · Opened Oct 12, 2026

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• feat(evals): add PerspectiveGap system evals (role assignment, prompt writing)

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  feature

  Difficulty 5/5 Over a week Newbie friendliness 39/100

  future-agi/future-agi#3425 · Opened Oct 11, 2026

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• [TH-8479] OSS customer journey analytics MVP

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  accepted

  Difficulty 5/5 Over a week Newbie friendliness 12/100

  future-agi/future-agi#3406 · Opened Oct 8, 2026

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• Invite acceptance does not report new users to HubSpot or signup feeds

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  accepted

  Difficulty 3/5 1-2 days Newbie friendliness 75/100

  future-agi/future-agi#3381 · Opened Oct 7, 2026

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• fi-collector standalone compose cannot ingest: auth requires unseeded Postgres, project_name attr undocumented, non-UUID IDs silently dead-letter

  May be free again @pratikverse claimed this 22 days ago, and no pull request is open. Open

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  Difficulty 4/5 3-5 days Newbie friendliness 56/100

  future-agi/future-agi#3321 · 1 comment · Opened Oct 5, 2026

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• WER/CER evals: add text normalization and CJK-aware tokenization (punctuation, full-width digits and spacing count as errors today)

  May be free again @par73e claimed this 25 days ago, and no pull request is open. Open

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  future-agi/future-agi#3320 · 3 comments · Opened Oct 5, 2026

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• Scope temporary guest PIN policy to an approved organization

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  accepted

  Difficulty 4/5 3-5 days Newbie friendliness 58/100

  future-agi/future-agi#3182 · Opened Sep 30, 2026

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• Track realistic simulator caller interruptions for phone runs

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  accepted

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  future-agi/future-agi#3178 · Opened Sep 30, 2026

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• "cost-optimized" routing strategy never looks at cost (or latency)

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  bug

  Difficulty 5/5 Over a week Newbie friendliness 38/100

  future-agi/future-agi#3160 · 1 comment · Opened Sep 29, 2026

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• Add API Route as a named AgentCC provider preset

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  Difficulty 3/5 1-2 days Newbie friendliness 58/100

  future-agi/future-agi#3126 · 3 comments · Opened Sep 28, 2026

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• [agent] trace correctness: attach currency to per-span LLM cost so self-hosted operators can reconcile in any ISO 4217 unit

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  Difficulty 4/5 3-5 days Newbie friendliness 52/100

  future-agi/future-agi#3082 · Opened Sep 25, 2026

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• Legacy CDC Replicated tables collide across databases on one ClickHouse instance (unscoped ZK replica paths); failure silently swallowed by schema-apply try/except

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  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  future-agi/future-agi#2962 · Opened Sep 22, 2026

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• test: ClickHouse v2 schema apply races Django app startup on a fresh server; one session test diverges locally from CI

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  Difficulty 4/5 3-5 days Newbie friendliness 42/100

  future-agi/future-agi#2955 · Opened Sep 22, 2026

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• Observe sub-five-seconds program: read-path performance across every surface

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  accepted

  Difficulty 5/5 Over a week Newbie friendliness 12/100

  future-agi/future-agi#2894 · Opened Sep 21, 2026

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• Tool `strict` is stored in the canonical request but has no field in the Anthropic or Gemini tool types

  May be free again @hadarishav claimed this 56 days ago, and no pull request is open. Open

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  bug

  future-agi/future-agi#2890 · 1 assignee · Opened Sep 19, 2026

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• Falcon AI message rate limiter rejects stop cancellation commands

  May be free again @hadarishav claimed this 57 days ago, and no pull request is open. Open

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  future-agi/future-agi#2878 · 1 assignee · Opened Sep 17, 2026

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• Falcon AI stream error frames without message_id fail to surface on active message

  May be free again @hadarishav claimed this 57 days ago, and no pull request is open. Open

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  future-agi/future-agi#2877 · 1 assignee · Opened Sep 17, 2026

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• docs: add Chinese README translation

  May be free again @hadarishav claimed this 59 days ago, and no pull request is open. Open

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  future-agi/future-agi#2852 · 1 assignee · Opened Sep 16, 2026

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• All four aggregate projections on spans store a doubled -State, so no naturally-written aggregate can match them and every such query silently full-scans

  May be free again @par73e claimed this 25 days ago, and no pull request is open. Open

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  future-agi/future-agi#2842 · Opened Sep 16, 2026

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• spans_hourly_rollup counts insert deliveries, not retained spans: unfiltered Observe graphs and dashboard widgets render up to 3.5x the base table, undisclosed

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  future-agi/future-agi#2839 · 4 comments · Opened Sep 16, 2026

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• test_ch25_typed_json_roundtrip has never run in CI, and its column-type contract may conflict with the test compose file

  May be free again @ZYZ666-RGB claimed this 59 days ago, and no pull request is open. Open

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  Difficulty 3/5 1-2 days Newbie friendliness 68/100

  future-agi/future-agi#2829 · 1 comment · Opened Sep 15, 2026

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• Substring filters in non-Latin scripts get no index acceleration (ASCII-lowered ngram anchor declines them)

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  future-agi/future-agi#2825 · Opened Sep 15, 2026

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• feat: add CI triage for grouping related issues and pull requests

  May be free again @hadarishav claimed this 60 days ago, and no pull request is open. Open

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  future-agi/future-agi#2816 · 1 assignee · Opened Sep 15, 2026

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• Observe: filter values are inlined several times per statement with no ceiling on value size

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  Difficulty 5/5 Over a week Newbie friendliness 32/100

  future-agi/future-agi#2802 · Opened Sep 15, 2026

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• Notification sanitizer uses regex blacklist on dangerouslySetInnerHTML sink

  May be free again @hadarishav claimed this 60 days ago, and no pull request is open. Open

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  future-agi/future-agi#2795 · 1 assignee · Opened Sep 15, 2026

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• simulate_chat loops forever when models never say "topic resolved"

  May be free again @hadarishav claimed this 60 days ago, and no pull request is open. Open

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  bug

  future-agi/future-agi#2790 · 1 comment · 1 assignee · Opened Sep 14, 2026

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• agentic_eval: calculate_rouge (RougeScore) returns result as a string, so it can never be flagged as a failure

  May be free again @hadarishav claimed this 63 days ago, and no pull request is open. Open

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  future-agi/future-agi#2738 · 1 assignee · Opened Sep 11, 2026

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• Observe: attribute-filtered trace list never loads on high-volume projects (short-string SPAN_ATTRIBUTE filters)

  May be free again @modelpath-dev claimed this 64 days ago, and no pull request is open. Open

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  Difficulty 5/5 Over a week Newbie friendliness 10/100

  future-agi/future-agi#2734 · 10 comments · Opened Sep 11, 2026

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• agentcc-gateway README: the "fully reproducible" benchmark harness (bench/) is not in the repo

  May be free again @hadarishav claimed this 64 days ago, and no pull request is open. Open

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  future-agi/future-agi#2705 · 1 comment · 1 assignee · Opened Sep 10, 2026

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