TRACEABLE OPEN-SOURCE DEMAND SIGNALS

Opportunity Radar

We scan public GitHub Issues for recurring requests, workflow friction and missing capabilities—then rank the strongest signals without hiding the original evidence.

53 signals · Last data refresh Oct 4, 2026, 8:41 PM UTC

ISSUE SCAN COVERAGE34 / 36 current repositories · 0 new

“New” means first detected by the Radar within 48 hours. Live opportunities come only from projects in the current curated feed; archived projects remain searchable as historical research but cannot leave stale demand signals here.

Evidence signal, not proof of market demand.

A popular Issue can reveal real friction, but it does not prove willingness to pay. Use these leads for interviews, validation and product discovery.

FROM SIGNAL TO ACTION

A 3-step validation sprint

Use the evidence as a starting point, then verify the problem before building.

1. Read the threadIdentify who has the problem and the workaround they use today.
2. Contact five usersAsk about frequency, cost and what they already tried.
3. Test one narrow fixOffer a manual or lightweight solution before writing a full product.

12 qualified signals

Provider interoperability · CodingREPEATED ACROSS 9 PROJECTS

Add gemini-3.1-pro-preview

Observed in google-gemini/gemini-cli · TypeScript · Apache-2.0

What the reporter described: What happened? gemini-3.1-pro-preview isn't in the models list What did you expect to happen? gemini-3.1-pro-preview is in the models list Client information <details <summary Client Information</summary Run to enter the interactive CLI, then run the command. </details Login information Google account Anything else we…

Related friction appears in 9 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

127 comments110 positive reactions227 days openEvidence score 90/100Project Radar 98

priority/p1area/enterprisekind/customer-issue🔒 maintainer only

Start guided sprint →Original GitHub Issue ↗Project analysis →

Context & memory boundaries · CodingREPEATED ACROSS 3 PROJECTS

Long-Context & Complex Reasoning Coding Evaluation Dataset

Observed in google-gemini/gemini-cli · TypeScript · Apache-2.0

What the reporter described: What would you like to be added? Long-Context & Complex Reasoning Coding Evaluation Dataset Difficulty : Medium Size : 175 hours Area : Innovation Description As current agent evaluation benchmarks (such as SWE-bench Pro and TerminalBench) saturate, they are becoming less effective at measuring true enterprise-level…

Related friction appears in 3 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

80 comments14 positive reactions198 days openEvidence score 89/100Project Radar 98

priority/p2area/platform🔒 maintainer onlystatus/bot-triaged

Start guided sprint →Original GitHub Issue ↗Project analysis →

Reliability workflows · CodingREPEATED ACROSS 2 PROJECTS

Authentication failure blocking Enterprise Workspace accounts

Observed in google-gemini/gemini-cli · TypeScript · Apache-2.0

What the reporter described: What happened? I was signed in with my Google Workspace account and a Google Cloud Project ID configured as described in the authentication documentation. This setup had been working without (auth) issues. Last week, when opening a new session, I suddenly get this error: Failed to sign in. Message: You do not have a…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

49 comments1 positive reactions39 days openEvidence score 77/100Project Radar 98

priority/p1area/enterprisestatus/bot-triagedkind/bug

Start guided sprint →Original GitHub Issue ↗Project analysis →

Tool execution & lifecycle · CodingREPEATED ACROSS 2 PROJECTS

Still can't figure out how to get v3 to actually perform work.

Observed in ruvnet/ruflo · TypeScript · MIT

What the reporter described: First off, let me commend the contributors for an amazing, product, and from what I see in the v3 docs, this looks like a pretty fantastic rewrite. But to be honest, I've been very confused when trying to use v3. Should it have command compatibility with 2.7.x to some degree? I'm able to spawn a hive mind or start a…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

18 comments2 positive reactions260 days openEvidence score 71/100Project Radar 96

Start guided sprint →Original GitHub Issue ↗Project analysis →

Workflow orchestration · CodingSTRONG ISSUE SUPPORT

Use OpenCode (and its JS SDK) instead/parallel with Claude Code (and its Agents SDK)

Observed in nanocoai/nanoclaw · TypeScript · MIT

What the reporter described: Is it under consideration to evolve beyond Claude Code, potentially with OpenCode, to support any AI provider? Claude Code is the best, that is a fact, but many companies have other AI providers for different reasons. I actually implemented an app that has both, working in parallel, so I can say that it's quite…

This Issue has meaningful public discussion or positive reactions, but evidence still comes from one repository.

5 comments4 positive reactions202 days openEvidence score 68/100Project Radar 95

kind/questionpriority/low

Start guided sprint →Original GitHub Issue ↗Project analysis →

Documentation & examples · CodingSTRONG ISSUE SUPPORT

Multi-runtime agent SDK abstraction (Claude + Codex + local models)

Observed in nanocoai/nanoclaw · TypeScript · MIT

What the reporter described: I've built a multi-runtime abstraction layer on top of NanoClaw that allows different agent SDKs to be installed as modular skills — mirroring the existing channel pattern ( , ). What it does AgentRuntime interface at the host level — the app calls instead of directly Modular SDK registry — SDKs self-register via ,…

This Issue has meaningful public discussion or positive reactions, but evidence still comes from one repository.

6 comments3 positive reactions180 days openEvidence score 67/100Project Radar 95

Start guided sprint →Original GitHub Issue ↗Project analysis →

Context & memory boundaries · CodingREPEATED ACROSS 3 PROJECTS

/add-context writes to global path instead of project-local by default

Observed in darrenhinde/OpenAgentsControl · TypeScript · MIT

What the reporter described: Description Ran expecting project intelligence to land in the project repo, but files were written to instead. The flag made no difference since both paths resolve to the same location. Steps to Reproduce Run in any project Complete the wizard Check where files were created: Run — files go to the same directory What I…

Related friction appears in 3 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

2 comments4 positive reactions136 days openEvidence score 64/100Project Radar 85

Start guided sprint →Original GitHub Issue ↗Project analysis →

Context & memory boundaries · CodingREPEATED ACROSS 3 PROJECTS

GPT is incredibly slow when searching/finding OpenAgentsControl context

Observed in darrenhinde/OpenAgentsControl · TypeScript · MIT

What the reporter described: It takes GPT (any GPT model) upwards of 10 minutes to find OpenAgentsControl context. Running opencode on the normal plan/builder mode makes GPT work properly/fast.

Related friction appears in 3 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

2 comments2 positive reactions209 days openEvidence score 56/100Project Radar 85

Start guided sprint →Original GitHub Issue ↗Project analysis →

Provider interoperability · CodingREPEATED ACROSS 9 PROJECTS

Provider support for custom/local OpenAI-compat endpoints (Codex + OpenCode)

Observed in nanocoai/nanoclaw · TypeScript · MIT

What the reporter described: Context NanoClaw's SKILL.md documents custom endpoints as an Option C — BYO OpenAI-compatible endpoint (experimental) path, and OpenCode's provider config has clear hooks for non-built-in providers. But in practice, getting either provider to actually route at a non-blessed endpoint (LiteLLM, llama.cpp, vLLM, a local…

Related friction appears in 9 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

6 comments0 positive reactions163 days openEvidence score 55/100Project Radar 95

Start guided sprint →Original GitHub Issue ↗Project analysis →

#10

Retrieval & knowledge quality · CodingSUPPORTED ISSUE

feat(storage): implement versioned checksum-backed offline and online migration

Observed in jmagly/aiwg · TypeScript · MIT

What the reporter described: Parent: #2187 Depends on: scalable backend contract Related: #955 Problem aiwg storage migrate enumerates once, copies serially, and marks a pathname complete after destination.write(). Its receipt has no source version/digest or destination committed version. A changed path is skipped on rerun; deletes are not…

This Issue has some independent public support. Treat it as a focused validation lead, not proof of a market.

5 comments0 positive reactions41 days openEvidence score 52/100Project Radar 82

enhancementP0-criticaltestingconstruction

Start guided sprint →Original GitHub Issue ↗Project analysis →

#11

Setup & configuration · CodingREPEATED ACROSS 4 PROJECTS

[BUG] Install fails (CachyOS, fish)

Observed in darrenhinde/OpenAgentsControl · TypeScript · MIT

What the reporter described: Description On one else seems to have an issue, so I'm assuming its on my side. I downloaded the script and ran it. I've tried both the 'local' and 'global' options with the same result. I've used fish (default) as well as bash to try the installation, same result. Steps to Reproduce curl -fsSL [link] -o install.sh…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

6 comments0 positive reactions224 days openEvidence score 52/100Project Radar 85

bug

Start guided sprint →Original GitHub Issue ↗Project analysis →

#12

Product Capability workflows · CodingREPEATED ACROSS 7 PROJECTS

feat(fortemi): certify Fortemi Server as the first-class scale-out backend

Observed in jmagly/aiwg · TypeScript · MIT

What the reporter described: Parent: #160 Depends on: #166 Related: #163, #164, #1664, #1684, #1686, #1687, #1689 Summary Make Fortemi Server the primary documented scale-out option after SQLite. This issue covers the live shared/server-backed path, not only the Fortemi Core static JSON cache. AIWG currently has three Fortemi planes that must…

Related friction appears in 7 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

4 comments0 positive reactions41 days openEvidence score 50/100Project Radar 82

enhancementP1-highconstructionblocked

Start guided sprint →Original GitHub Issue ↗Project analysis →

How opportunities are ranked

The evidence score combines capped, diminishing-return discussion, positive reactions, unresolved duration and the underlying project’s Radar Score. This prevents one repeatedly commented thread from overwhelming independent signals. Maintenance-only tickets, dependency dashboards, CI failures and release checklists are filtered out. Rankings are independent and never paid placements.