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COMMUNITY CHALLENGES

Find your next challenge.

Real problems from the community. Find one that sparks an idea, explore the discussion, and build something people need.

Showing 241–256 of 256 community requestsUpdated hourly from community discussions
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241
HARNESS
2

Recognize the published Typert protocol in external plugins

Allow the harness to recognize declarations from the exact @deepseek-ai/dsh-typert-protocol package in independently published external plugins, so their typed Remote methods are discovered and Remote artifacts are generated without accepting unrelated lookalike packages.

Explore challenge ↗

The problem

Allow the harness to recognize declarations from the exact @deepseek-ai/dsh-typert-protocol package in independently published external plugins, so their typed Remote methods are discovered and Remote artifacts are generated without accepting unrelated lookalike packages.

Possibly addressed by:Writing Remote · Plugin Template · Plugin Design

Start with these discussions

  • Proposal: recognize official Typert protocol metadata in third-party plugin packagesgithub · ▲1 · 0 comments
  • Proposal: recognize the published Typert protocol in external pluginsgithub · ▲1 · 0 comments
Last active Sep 5, 2026
1 authors2 posts · 2 reactions0 comments
242
HARNESS
hackernews2

Add a safety and morality framework for agents

Provide shared ethical and safety constraints that guide agent behavior and prevent unauthorized actions such as escaping containers, accessing host credentials, or making unsafe external changes.

Explore challenge ↗

The problem

Provide shared ethical and safety constraints that guide agent behavior and prevent unauthorized actions such as escaping containers, accessing host credentials, or making unsafe external changes.

Start with these discussions

  • Comment on: Why are AI agents lying, cheating and coordinating?hackernews · ▲0 · 0 comments
  • Comment on: We must pace the frontierhackernews · ▲0 · 0 comments
Last active Sep 14, 2026
2 authors2 posts · 0 reactions0 comments
243
HARNESS
3

Integrate Codex and Claude Code with DeepSeek Harness

Enable DeepSeek Harness to connect to and run Codex and Claude Code as integrated coding agents, including Claude Code access where the current Command Goat subscription setup does not support it.

Explore challenge ↗

The problem

Enable DeepSeek Harness to connect to and run Codex and Claude Code as integrated coding agents, including Claude Code access where the current Command Goat subscription setup does not support it.

Possibly addressed by:Claude Bridge · Relay Dsh Plugin Claude · Claude To Dsh

Start with these discussions

  • 兄弟们,刚才试了, command goat 订阅 在Deepseek harness 里面跑Deepseek v4.1 flash ,x · ▲0 · 0 comments
  • @aaronqi 哈哈,我是小扒菜,不客气,刚才试了, command goat 订阅 在Deepseek harness 里面跑Deepseek v4.1 flash ,x · ▲0 · 0 comments
  • @Airdrop_Guard 建议 deepseek harness➕codex 或者是 Claude codex · ▲0 · 0 comments
Last active Sep 10, 2026
2 authors3 posts · 0 reactions0 comments
244
HARNESS
1hackernews1

Add a persistent ACP server mode

Provide an ACP subcommand or server/RPC mode with a persistent endpoint for external tools and supervisors to discover, control, and maintain stateful DSH or coding-agent sessions.

Explore challenge ↗

The problem

Provide an ACP subcommand or server/RPC mode with a persistent endpoint for external tools and supervisors to discover, control, and maintain stateful DSH or coding-agent sessions.

Possibly addressed by:Acp · Acp · Acp Server

Start with these discussions

  • feat: Missing ACP/Multica daemon long-running protocol support (blocking integration)github · ▲1 · 1 comments
  • Comment on: fx :Tiny, open, native coding agent.hackernews · ▲0 · 0 comments
Last active Aug 24, 2026
2 authors2 posts · 1 reactions1 comments
245
HUB
2

Provide a polished Oh My DSH community plugin bundle

Create a polished, community-maintained Oh My DSH-style bundle that makes DSH easy to set up and use through compatible, well-integrated plugins.

Explore challenge ↗

The problem

Create a polished, community-maintained Oh My DSH-style bundle that makes DSH easy to set up and use through compatible, well-integrated plugins.

Possibly addressed by:Custom Plugin · Plugin Kit · Plugin Security Review

Start with these discussions

  • Pi Agent 还是 DeepSeek Harness?x · ▲1 · 0 comments
  • Pi Agent 还是 DeepSeek Harness?x · ▲0 · 0 comments
Last active Sep 4, 2026
1 authors2 posts · 1 reactions0 comments
246
HARNESS
hackernews4

Run model inference locally

Allow agents to load and run locally hosted or specialized models directly on the device, without depending on Vercel-hosted inference or requiring a Vercel account.

Explore challenge ↗

The problem

Allow agents to load and run locally hosted or specialized models directly on the device, without depending on Vercel-hosted inference or requiring a Vercel account.

Possibly addressed by:Local Ai · Local Models · Llm Qwen Local

Start with these discussions

  • Comment on: fx :Tiny, open, native coding agent.hackernews · ▲0 · 0 comments
  • Comment on: DeepSeek V4 Pro 0813hackernews · ▲0 · 0 comments
  • Comment on: Qwen3.8 Max now ranked as the best overall model by agentic indexhackernews · ▲0 · 0 comments
Last active Aug 19, 2026
4 authors4 posts · 0 reactions0 comments
247
HARNESS
hackernews3

Record and expose complete agent traces

Persist append-only, inspectable records of every agent run, including assembled prompts, model inputs and outputs, tool activity, scheduling, context injections, and thought traces. Support searching, inspection, resumption, forking, and replay so users can examine the agent’s reasoning process.

Explore challenge ↗

The problem

Persist append-only, inspectable records of every agent run, including assembled prompts, model inputs and outputs, tool activity, scheduling, context injections, and thought traces. Support searching, inspection, resumption, forking, and replay so users can examine the agent’s reasoning process.

Possibly addressed by:Agent Run Logger · Trace Collapse · Replay

Start with these discussions

  • Comment on: Claude Fable 5.1 and Claude Mythos 5.1hackernews · ▲0 · 0 comments
  • Comment on: DeepSeek Harness developer previewhackernews · ▲0 · 0 comments
  • Comment on: Claude Code: Starting August 14, auto mode will be the default permission modehackernews · ▲0 · 0 comments
Last active Sep 1, 2026
2 authors3 posts · 0 reactions0 comments
248
HARNESS
hackernews4

Require opt-in telemetry consent

Make telemetry disabled by default and collect or transmit usage data only after explicit user consent, while supporting telemetry for agent improvement.

Explore challenge ↗

The problem

Make telemetry disabled by default and collect or transmit usage data only after explicit user consent, while supporting telemetry for agent improvement.

Start with these discussions

  • Comment on: Show HN: Ante, a coding agent in a single binary that runs offlinehackernews · ▲0 · 0 comments
  • Comment on: Show HN: Ante, a coding agent in a single binary that runs offlinehackernews · ▲0 · 0 comments
  • Comment on: Show HN: Ante, a coding agent in a single binary that runs offlinehackernews · ▲0 · 0 comments
Last active Aug 18, 2026
4 authors4 posts · 0 reactions0 comments
249
HARNESS
1hackernews1

Support Bring-Your-Own API Keys

Allow users to enter, persist, and use their own API keys for model providers, including custom or externally hosted models. Ensure DSH correctly reads manually configured keys.

Explore challenge ↗

The problem

Allow users to enter, persist, and use their own API keys for model providers, including custom or externally hosted models. Ensure DSH correctly reads manually configured keys.

Possibly addressed by:Key Manager · Providers · Model Sync

Start with these discussions

  • 接入其他大模型,不支持key的填写github · ▲1 · 2 comments
  • Comment on: Show HN: 100% native Swift harness (NOT Electron)hackernews · ▲0 · 0 comments
Last active Aug 14, 2026
2 authors2 posts · 1 reactions2 comments
250
PLUGIN
hackernews3

Add Crop-and-Zoom Image Inspection

Provide crop and zoom tools that let vision agents inspect specified image regions, including across multi-turn interactions, for focused visual analysis and OCR validation.

Explore challenge ↗

The problem

Provide crop and zoom tools that let vision agents inspect specified image regions, including across multi-turn interactions, for focused visual analysis and OCR validation.

Possibly addressed by:Tool Vision · Auto Vision · Vision Exp Tile

Start with these discussions

  • Comment on: DeepSeek-v4-flash-vision-exphackernews · ▲0 · 0 comments
  • Comment on: DeepSeek-v4-flash-vision-exphackernews · ▲0 · 0 comments
  • Comment on: DeepSeek-v4-flash-vision-exphackernews · ▲0 · 0 comments
Last active Aug 21, 2026
3 authors3 posts · 0 reactions0 comments
251
HARNESS
hackernews2

Automate harness engineering and optimization

Use automated model-driven engineering to inspect execution traces, identify bottlenecks, and recommend or apply prompt and tool improvements. Support CDLM-based automation that pilots the underlying LLM to develop and optimize the harness.

Explore challenge ↗

The problem

Use automated model-driven engineering to inspect execution traces, identify bottlenecks, and recommend or apply prompt and tool improvements. Support CDLM-based automation that pilots the underlying LLM to develop and optimize the harness.

Possibly addressed by:Llm Discovery · Llm Latency · Llm As A Verifier

Start with these discussions

  • Comment on: Continuous Diffusion Language Models (CDLM's)hackernews · ▲0 · 0 comments
  • Comment on: DeepSeek Harness developer previewhackernews · ▲0 · 0 comments
Last active Aug 30, 2026
2 authors2 posts · 0 reactions0 comments
252
HARNESS
hackernews3

Add pre-action planning checkpoints

Have the agent explain its intended approach before implementation, especially for speculative or over-engineered work, and invite user guidance or approval before proceeding.

Explore challenge ↗

The problem

Have the agent explain its intended approach before implementation, especially for speculative or over-engineered work, and invite user guidance or approval before proceeding.

Possibly addressed by:Generative Ideas · Agent Selector

Start with these discussions

  • Comment on: Qwen3.8 27B scores 52 on Artificial Analysishackernews · ▲0 · 0 comments
  • Comment on: Why does Opus 5 feel worse to work with?hackernews · ▲0 · 0 comments
  • Comment on: Managing AI Coding Costs at Scalehackernews · ▲0 · 0 comments
Last active Aug 17, 2026
3 authors3 posts · 0 reactions0 comments
253
HARNESS
hackernews2

Preserve agent provenance with commits

Associate commits with the agent session that produced them, including the relevant conversation, reasoning, and provenance. This lets humans and future agents review and verify how the changes were made.

Explore challenge ↗

The problem

Associate commits with the agent session that produced them, including the relevant conversation, reasoning, and provenance. This lets humans and future agents review and verify how the changes were made.

Possibly addressed by:Agent Messaging · Agent Message · Agentmemory

Start with these discussions

  • Comment on: The Harness Is the Thinghackernews · ▲0 · 0 comments
  • Comment on: Mea Culpa – Dark Hourshackernews · ▲0 · 0 comments
Last active Aug 27, 2026
2 authors2 posts · 0 reactions0 comments
254
HARNESS
hackernews2

Automate codebase context maintenance

Automatically retrieve and maintain relevant codebase context, including Git history, team-maintained skills and rules, and a navigable record of merge changelogs and major logic changes. Clean up stale context with human review so agents receive reliable, codebase-specific background proactively.

Explore challenge ↗

The problem

Automatically retrieve and maintain relevant codebase context, including Git history, team-maintained skills and rules, and a navigable record of merge changelogs and major logic changes. Clean up stale context with human review so agents receive reliable, codebase-specific background proactively.

Possibly addressed by:Repo Context · Context Engineering · History Rewind

Start with these discussions

  • Comment on: Quick impressions: A week of using Codex more than Claudehackernews · ▲0 · 0 comments
  • Comment on: Why does Opus 5 feel worse to work with?hackernews · ▲0 · 0 comments
Last active Aug 22, 2026
2 authors2 posts · 0 reactions0 comments
255
HARNESS
2

Isolate and stabilize per-agent workspaces and session state

Provide stable per-agent isolation for workspaces, session state, credentials, and project directories, using routing keys based on channel and requester. Include scoped permissions and per-thread evidence trails to prevent cross-agent contamination, with routing that remains reliable before symlink configuration.

Explore challenge ↗

The problem

Provide stable per-agent isolation for workspaces, session state, credentials, and project directories, using routing keys based on channel and requester. Include scoped permissions and per-thread evidence trails to prevent cross-agent contamination, with routing that remains reliable before symlink configuration.

Possibly addressed by:Session Workspace · Background Agents · Agent Bus

Start with these discussions

  • @demosthenes2010 With this many runtimes, isolate each bot’s workspace/session volume and credentials; keep project dirsx · ▲0 · 0 comments
  • @fagamericano @tanmaigo @aryabhuptani That identity model works best when each bot has a stable workspace/session statex · ▲0 · 0 comments
Last active Sep 4, 2026
1 authors2 posts · 0 reactions0 comments
256
HARNESS
hackernews2

Provide a lightweight native agent

Provide a small, fast, low-memory coding agent distributed as a natively compiled binary with no JavaScript runtime or other heavy runtime dependencies.

Explore challenge ↗

The problem

Provide a small, fast, low-memory coding agent distributed as a natively compiled binary with no JavaScript runtime or other heavy runtime dependencies.

Possibly addressed by:Agent Jit · Managed Agents · Agentmemory

Start with these discussions

  • Comment on: fx :Tiny, open, native coding agent.hackernews · ▲0 · 0 comments
  • Comment on: fx :Tiny, open, native coding agent.hackernews · ▲0 · 0 comments
Last active Aug 19, 2026
2 authors2 posts · 0 reactions0 comments
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