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.

58 signals · Last data refresh Oct 6, 2026, 4:01 AM UTC

ISSUE SCAN COVERAGE35 / 36 current repositories · 3 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.

15 qualified signals

Provider interoperability · CodingREPEATED ACROSS 8 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 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

127 comments110 positive reactions228 days openEvidence score 90/100Project Radar 97

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

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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 reactions199 days openEvidence score 89/100Project Radar 97

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

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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 reactions40 days openEvidence score 77/100Project Radar 97

priority/p1area/enterprisestatus/bot-triagedkind/bug

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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 reactions261 days openEvidence score 71/100Project Radar 95

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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 reactions138 days openEvidence score 64/100Project Radar 85

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Setup & configuration · CodingREPEATED ACROSS 6 PROJECTS

Daemon event loop saturates at scale: per-seat tmux polling (transcripts, structural, identity) spawns ~300 processes/s; transcript config leaks into seat env

Observed in mvschwarz/openrig · TypeScript · Apache-2.0

What the reporter described: With the default / , the daemon spawns one per seat every 2s. Each async spawn blocks the main thread in (fork, then a blocking read on the exec-status pipe), and that cost grows with RSS: 0.8 ms at 60 MB, 12–20 ms at 1 GB (repro attached). With 90 seats the loop saturates: healthz times out, the accept queue fills,…

Related friction appears in 6 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

12 comments0 positive reactions6 days openEvidence score 59/100Project Radar 96

NEW SIGNAL

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Product Capability workflows · CodingREPEATED ACROSS 8 PROJECTS

[FEAT] Multiple Claude Accounts

Observed in 777genius/agent-teams-ai · TypeScript · AGPL-3.0

What the reporter described: Summary We have multiple claude teams as a solution to prevent huge cost. A developer can have multiple premium seats, even in the same team with another e-mailadres. Problem It seems the claude provider only supports one user session. Area Provider runtime: Claude Describe the solution you'd like Allow multiple login…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

4 comments1 positive reactions19 days openEvidence score 59/100Project Radar 89

enhancement

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Multi-user & team routing · CodingREPEATED ACROSS 2 PROJECTS

[FEAT] For opencode, could we have a option of instead of choosing model for team members, choosing agent for each team members.

Observed in 777genius/agent-teams-ai · TypeScript · AGPL-3.0

What the reporter described: Summary So currently, as the docs shows(and my understanding, correct me if I understand wrong), is to manually select the models for the team members, but for some opencode user like me, the opencode extension Oh-My-Openagent had extended numbers of type of agent for opencode. So, What I want, is to instead only can…

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

3 comments1 positive reactions68 days openEvidence score 58/100Project Radar 89

enhancement

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Interface & rendering · CodingSTRONG ISSUE SUPPORT

[BUG] Prompt is not always returned after agents receive messages

Observed in awslabs/cli-agent-orchestrator · Python · Apache-2.0

What the reporter described: When using inter-agent messaging extensively it often happens that the message gets printed to the agent prompt, but return isn't sent or received correctly, leading the agent to hang and needing human tmux intervention to send the return to get the agent processing the message. Provider: Kiro CLI

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

8 comments0 positive reactions226 days openEvidence score 57/100Project Radar 84

bug

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#10

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 reactions210 days openEvidence score 56/100Project Radar 85

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#11

Product Capability workflows · CodingREPEATED ACROSS 8 PROJECTS

Proposal: an OpenRig Claude Code mod in each Claude seat, so delivery and status don't go through the terminal

Observed in mvschwarz/openrig · TypeScript · Apache-2.0

What the reporter described: Claude Code 2.1.288 added mods (early access): a plugin of function hooks that runs inside the Claude session and can call into it. OpenRig already writes each Claude seat's launch line, so it could load one per seat with . In #48 you explain that the terminal is effectively the API: wake-ups, handoffs and reminders…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

10 comments0 positive reactions1 days openEvidence score 55/100Project Radar 96

NEW SIGNAL

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#12

Product Capability workflows · CodingREPEATED ACROSS 8 PROJECTS

Feature: max_concurrent_seats parameter

Observed in mvschwarz/openrig · TypeScript · Apache-2.0

What the reporter described: Add a configurable limit on concurrent seats, e.g. in the RigSpec (or a host-level daemon setting). The daemon enforces the cap: beyond the limit should queue a pending seat instead of failing or spawning it. Queued seats start automatically when a slot frees, and / the TUI should show them as .

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

8 comments0 positive reactions1 days openEvidence score 53/100Project Radar 96

NEW SIGNAL

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#13

Agent behavior & reasoning · CodingSUPPORTED ISSUE

[BUG] Reasoning agents going into never-ending death spirals

Observed in kyegomez/swarms · Python · Apache-2.0

What the reporter described: To re-create: run Root problem: Evidence from Your Logs 2025-12-18 17:23:40 INFO - Iteration 1/5 [Agent generates 9 initial hypotheses] ... [Still processing paths from iteration 1] ... 2025-12-18 17:26:20 INFO - [Still in iteration 1, hasn't moved to iteration 2] Key observation: Agent ran for 3 minutes but never…

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

6 comments0 positive reactions291 days openEvidence score 53/100Project Radar 88

bug

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#14

Runtime & deployment environments · CodingREPEATED ACROSS 2 PROJECTS

[FEAT] Run web ui on dedicated cloud

Observed in 777genius/agent-teams-ai · TypeScript · AGPL-3.0

What the reporter described: Is your feature request related to a problem? Please describe. Are is possible run this software on server without electron? Describe the solution you'd like Hosted web ui to manage agents accessible by configured port for manage agents from remote machines.

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

3 comments0 positive reactions136 days openEvidence score 53/100Project Radar 89

enhancement

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#15

Setup & configuration · CodingREPEATED ACROSS 6 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 6 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

6 comments0 positive reactions225 days openEvidence score 52/100Project Radar 85

bug

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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.