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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 41–60 of 82 community requestsUpdated hourly from community discussions
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Window Oct 22, 2026 – Nov 5, 2026

#Problems worth solvingCommunity demand
41▲4
HARNESS
2

Support agent presets and options when spawning team members

Add native support for specifying an agent preset and agent options in Agent Team spawnTeammate(), including per-member role, tools, model routing, and reasoning settings. Apply and persist these settings during creation, recovery, and restart while preserving existing Team behavior when they are omitted.

Explore challenge ↗

The problem

Add native support for specifying an agent preset and agent options in Agent Team spawnTeammate(), including per-member role, tools, model routing, and reasoning settings. Apply and persist these settings during creation, recovery, and restart while preserving existing Team behavior when they are omitted.

Possibly addressed by:Agent Team Presets · Math Team Presets · Orchestrator Preset

Start with these discussions

  • Agent Teams: support preset selection in spawn_teammategithub · ▲1 · 0 comments
  • [Feature Request] Support Agent Preset and agentOptions in Agent Team spawnTeammategithub · ▲1 · 0 comments
Last active Nov 3, 2026
1 authors1 posts · 1 reactions0 comments
42▲5
HARNESS
2

Add Linux x64 desktop packages

Provide unsigned Linux x64 desktop packages in .deb and AppImage formats through the existing packaging pipeline, since downloads currently support only macOS and Windows. Include the required Linux runtime and packaging adjustments for reliable operation.

Explore challenge ↗

The problem

Provide unsigned Linux x64 desktop packages in .deb and AppImage formats through the existing packaging pipeline, since downloads currently support only macOS and Windows. Include the required Linux runtime and packaging adjustments for reliable operation.

Possibly addressed by:Desktop Packager · Linux Desktop · Desktop Kit

Start with these discussions

  • Linux (x64) desktop packaging — working build and a minimal patch seriesgithub · ▲1 · 0 comments
  • Proposal: Linux x64 desktop packages (.deb + AppImage) — implementation available (fork branch)github · ▲1 · 0 comments
Last active Oct 26, 2026
43▲5
PLUGIN
3

Add a count-based image offload budget to llm-pi-ai routes

Expose a configurable maxRequestImages limit for llm-pi-ai provider profiles, applied alongside the existing byte budget to retain only the newest N images. This prevents requests from exceeding backend media-count limits when image sizes vary.

Explore challenge ↗

The problem

Expose a configurable maxRequestImages limit for llm-pi-ai provider profiles, applied alongside the existing byte budget to retain only the newest N images. This prevents requests from exceeding backend media-count limits when image sizes vary.

Possibly addressed by:Llm Pi Ai Image Offload · Request Image Cap · Request Image Cap

Start with these discussions

  • llm-pi-ai 缺少「每请求图片张数」预算：遇到有硬性图片上限的路由（opencode-go / deepseek-v4.1-flash，>16 张）会让整个会话永久报废github · ▲1 · 0 comments
  • llm-pi-ai 缺少图片张数闸门：上游按张数限流时会话永久卡死（附源码级根因、完整改动与实测）github · ▲1 · 0 comments
44▼15
HARNESS
2

Add user-created folders for grouping sessions

Allow users to create folders within a workspace and organize related sessions into them, making multi-session tasks easier to manage and view together.

Explore challenge ↗

The problem

Allow users to create folders within a workspace and organize related sessions into them, making multi-session tasks easier to manage and view together.

Possibly addressed by:Session Folders · Per Session Folder · Session Workspace Organizer

Start with these discussions

  • [Feature] Group sessions into user-created folders within a workspacegithub · ▲1 · 1 comments
  • Support Session Folders Within a Workspacegithub · ▲1 · 0 comments
Last active Nov 4, 2026
1 authors1 posts · 1 reactions0 comments
45▼22
HARNESS
5

Optimize large session history loading

Add compressed WebSocket transfer, settlements-first or lazy history loading, and virtualized or paginated rendering for large sessions to reduce transfer time and DOM workload.

Explore challenge ↗

The problem

Add compressed WebSocket transfer, settlements-first or lazy history loading, and virtualized or paginated rendering for large sessions to reduce transfer time and DOM workload.

Possibly addressed by:Session Keepwarm · Auto Load History · Autoload History

Start with these discussions

  • DSH: Why Opening a Large Cold History Session Can Stall the Whole Web Server — A Systematic Root-Cause Analysis and Optimization Roadmapgithub · ▲2 · 7 comments
  • 会话历史加载成本：assistant/message 的 stream 字段重复存储占 80.7%，交付窗口固定 50 条且客户端无持久缓存github · ▲2 · 2 comments
  • [Perf] 长会话切换时「载入历史」慢：初始窗口由 turnWindow 主导，首帧载荷达 1.1-2.8MB
46
HARNESS
2

Add native download actions to deliverable cards

Add an authenticated, size-capped file download action to deliverable cards and optionally changed-file rows, enabling direct downloads on headless or remote hosts. Also consider exposing card actions as a plugin extension point.

Explore challenge ↗

The problem

Add an authenticated, size-capped file download action to deliverable cards and optionally changed-file rows, enabling direct downloads on headless or remote hosts. Also consider exposing card actions as a plugin extension point.

Possibly addressed by:Download Button · Delivery Native Open · Save Button

Start with these discussions

  • Feature: native Download action on present deliverable cards (critical for headless/WSL hosts)github · ▲1 · 1 comments
  • Feature idea: direct "Download" action on deliverable cardsgithub · ▲1 · 0 comments
Last active Nov 2, 2026
1 authors1 posts · 1 reactions
47▼15
HARNESS
4

Add universal automatic RTL support to the web UI

Add automatic right-to-left direction detection across the chat composer, user messages, and assistant markdown responses so Hebrew, Arabic, Persian, Urdu, and mixed RTL/LTR content render correctly. The capability should be integrated into the core UI rather than requiring a manual patch and installer.

Explore challenge ↗

The problem

Add automatic right-to-left direction detection across the chat composer, user messages, and assistant markdown responses so Hebrew, Arabic, Persian, Urdu, and mixed RTL/LTR content render correctly. The capability should be integrated into the core UI rather than requiring a manual patch and installer.

Possibly addressed by:Client Ui Rtl · Plugin Rtl Text · Rtl Chat Box

Start with these discussions

  • [Feature & Fix] - Universal RTL Support for Hebrew, Arabic & Right-to-Left Languages (Ready Patch & Installer) ❤️github · ▲3 · 2 comments
  • Feature request: proper RTL support for Persian and Arabicgithub · ▲1 · 1 comments
48
HARNESS
2

Fix currency dollar signs being misparsed as inline math

Improve the Markdown math renderer so currency and other literal dollar signs are not paired with later delimiters, while preserving valid inline and display math. Add appropriate flanking and whitespace guards with literal-text fallback.

Explore challenge ↗

The problem

Improve the Markdown math renderer so currency and other literal dollar signs are not paired with later delimiters, while preserving valid inline and display math. Add appropriate flanking and whitespace guards with literal-text fallback.

Possibly addressed by:Math Input

Start with these discussions

  • Disable single-`$` inline math so plain-text dollar signs are not parsed as KaTeXgithub · ▲3 · 6 comments
  • Markdown renderer: a stray `$` (currency like `US$ 500`) pairs with the next `$` and swallows text as inline mathgithub · ▲1 · 1 comments
Last active Sep 5, 2026
0 authors0 posts · 2 reactions5 comments
49
HARNESS
11

Add MCP support to DeepSeek Harness

Add support for the Model Context Protocol (MCP) to DeepSeek Harness so it can integrate with MCP-compatible tools and services.

Explore challenge ↗

The problem

Add support for the Model Context Protocol (MCP) to DeepSeek Harness so it can integrate with MCP-compatible tools and services.

Possibly addressed by:Harness Mcp Server · Mcp Manager · Mcp Link

Start with these discussions

  • deepseek-harness mcpgithub · ▲1 · 3 comments
  • @ask_dba DeepSeek harness doesn't supports MCP 😞😢x · ▲0 · 1 comments
Last active Oct 25, 2026
1
50
HARNESS
2

Add a controllable browser design mode

Add a browser design mode that lets users and agents control the in-app browser, similar to the integrations in Codex and Cursor.

Explore challenge ↗

The problem

Add a browser design mode that lets users and agents control the in-app browser, similar to the integrations in Codex and Cursor.

Possibly addressed by:Browser Ctrl · Browser Mode · Inapp Browser

Start with these discussions

  • Deepseek Harness has in-app browser but no design mode and can't control it. Wish it could be improved, similar to how Cx · ▲0 · 0 comments
  • Deepseek Harness has in-app browser but no design mode and can't control it. Wish it could be improved similar to how Cox · ▲0 · 0 comments
Last active Nov 3, 2026
1 authors2 posts · 0 reactions0 comments
51▲29
HARNESS
7hackernews3

Detect and stop unproductive loops

Track agent actions and results to detect repetitive or stalled work, try an alternative strategy when appropriate, and stop to request user clarification or help instead of wasting resources.

Explore challenge ↗

The problem

Track agent actions and results to detect repetitive or stalled work, try an alternative strategy when appropriate, and stop to request user clarification or help instead of wasting resources.

Possibly addressed by:Circuit Breaker · Loop Continue · Loop Guard

Start with these discussions

  • agent 在长任务中回复陷入循环、大量重复，且无轮次预算/重复检测兜底github · ▲4 · 11 comments
  • 大模型过度思考github · ▲3 · 2 comments
  • [Bug] Agent output enters an infinite repetition loop that runs for ~10 minutes with no circuit breaker — only a manual abort stops it
52▲21
HARNESS
6hackernews5

Configure Providers, Models, and Reasoning per Teammate

Allow team leads to specify an optional provider, model, and reasoning effort for each teammate, including cheaper or local models, while defaulting to the parent session and enforcing configured model allowlists.

Explore challenge ↗

The problem

Allow team leads to specify an optional provider, model, and reasoning effort for each teammate, including cheaper or local models, while defaulting to the parent session and enforcing configured model allowlists.

Possibly addressed by:Agent Team Model Selection · Agent Team Model · Plugin Team Model Routing

Start with these discussions

  • Agent Teams: Per-teammate model selectiongithub · ▲3 · 1 comments
  • Model selection in agent-teamsgithub · ▲2 · 3 comments
53▼23
HARNESS
4

Recover Orphaned Sessions into Workspaces

Reconcile on-disk sessions with workspaces using working directories and normalized paths, including moved paths and case differences, while recovering them idempotently and reporting sessions that cannot be attached.

Explore challenge ↗

The problem

Reconcile on-disk sessions with workspaces using working directories and normalized paths, including moved paths and case differences, while recovering them idempotently and reporting sessions that cannot be attached.

Possibly addressed by:Session Reattach · Session Workspace · Move Session

Start with these discussions

  • Session cannot be re-attached to a Workspace (no API, no UI) — and unreadable logs disappear silentlygithub · ▲3 · 2 comments
  • 工作区分组路径大小写不一致 → 分组成员静默消失、新会话无法入组（日志实锚+恢复配方）github · ▲1 · 2 comments
  • 桌面版侧边栏「未分组」：工作区注册表只追加、不补录已存在的会话
54
HARNESS
2

Expose Structured MCP Results

Make MCP structuredContent visible to the model by serializing it into model-readable content, including when the regular content array is empty. Preserve authoritative fields such as element tokens and frames instead of returning a no-content placeholder.

Explore challenge ↗

The problem

Make MCP structuredContent visible to the model by serializing it into model-readable content, including when the regular content array is empty. Preserve authoritative fields such as element tokens and frames instead of returning a no-content placeholder.

Possibly addressed by:Mcp Lens · Mcp Manager · Mcp Apps Host

Start with these discussions

  • [Bug] MCP tool results drop structuredContent — the official computer-use plugin can't reach its own element_tokengithub · ▲3 · 2 comments
  • MCP tool results delivered only via `structuredContent` are invisible to the model ("no model-visible content" false timeout)github · ▲1 · 1 comments
Last active Sep 29, 2026
55
HARNESS
9

Add an Extensible Plugin System

Create a plugin-based core and extend the harness and UI so users can install and create plugins across GUI and CLI environments, with built-in desktop capabilities implemented through the ecosystem.

Explore challenge ↗

The problem

Create a plugin-based core and extend the harness and UI so users can install and create plugins across GUI and CLI environments, with built-in desktop capabilities implemented through the ecosystem.

Possibly addressed by:Deepseek Harness Plugins · Deepseek Harness Plugin · Deepseek Harness Plugin

Start with these discussions

  • @nachooolk @emanueledpt Also do you feel like it would be good if there was a plugin/customisation system so that you cax · ▲0 · 2 comments
  • @wescld Foi feito de forma igual ao deepseek harness, em q podemos trazer "plugins" e deixar a nossa cara? Ou algo parecx · ▲0 · 0 comments
  • 你们应该做成 DeepSeek Harness 那样x · ▲0 · 0 comments
Last active Nov 5, 2026
1 authors1 posts · 0 reactions0 comments
56▲4
HARNESS
2

Add Hermes integration

The author wants DeepSeek Harness to integrate with Hermes, enabling the two systems to work together.

Explore challenge ↗

The problem

The author wants DeepSeek Harness to integrate with Hermes, enabling the two systems to work together.

Possibly addressed by:Hermes Link · Hermes Dsh Collab · Hermes Dsh Bridge

Start with these discussions

  • Deepseek harness 好定hermes 好?x · ▲0 · 0 comments
  • @trySynara Congrats ! Any plan soon regarding Hermes and Deepseek Harness integration ? 🙏x · ▲0 · 0 comments
Last active Nov 4, 2026
1 authors1 posts · 0 reactions0 comments
57
HARNESS
2

Create an OpenCode-Compatible DeepSeek Harness

Create a DeepSeek harness modeled on or compatible with OpenCode, enabling users to reproduce OpenCode-like functionality in their own harness.

Explore challenge ↗

The problem

Create a DeepSeek harness modeled on or compatible with OpenCode, enabling users to reproduce OpenCode-like functionality in their own harness.

Possibly addressed by:Opencode Compat · Opencode Connect · Web Search Opencode Ds

Start with these discussions

  • @avaausmamdani @MiaAI_lab Ask your harness like opencode to copy and create your own Opencode and deepseek harnessx · ▲1 · 1 comments
  • @notnullptr I started using my opencode go sub through deepseek harness, averaging 230tok/s over here with a 99.7% cachex · ▲0 · 0 comments
Last active Nov 4, 2026
1 authors1 posts · 0 reactions0 comments
58
HARNESS
1hackernews11

Optimize Harness Resource Usage

Improve DeepSeek Harness performance and resource efficiency, especially by reducing CPU and memory usage so multiple concurrent sessions can run without heavily taxing the user's computer.

Explore challenge ↗

The problem

Improve DeepSeek Harness performance and resource efficiency, especially by reducing CPU and memory usage so multiple concurrent sessions can run without heavily taxing the user's computer.

Possibly addressed by:Selfharness · Harness Ops · Harness2

Start with these discussions

  • [优化]让deepseek来优化harnessgithub · ▲1 · 0 comments
  • @MaxshotAI @LatentOperatorX deepseek harness took 48 min for one extra point. terra did it in 10 for 15 cents, why wait?
59▼22
HARNESS
hackernews4

Support using Claude plans in other harnesses

Allow users to use their existing Claude subscription plan with DSH or other compatible harnesses instead of requiring separate API access or billing.

Explore challenge ↗

The problem

Allow users to use their existing Claude subscription plan with DSH or other compatible harnesses instead of requiring separate API access or billing.

Possibly addressed by:Claude Bridge · Claude Subscription · Harness Alchemist

Start with these discussions

  • Comment on: Ask HN: What's your current AI agentic setup?hackernews · ▲0 · 0 comments
  • Comment on: OpenCode 2.0hackernews · ▲0 · 0 comments
  • Comment on: Why isn't the industry freaking out about DeepSeek 4.1 Flash?hackernews · ▲0 · 0 comments
Last active Nov 5, 2026
1 authors1 posts · 0 reactions0 comments
60
HARNESS
1hackernews2

Support Branching Agent Context

Allow agent context to branch into multiple non-destructive execution paths from a shared state, with efficient inheritance and support for parallel or independent exploration.

Explore challenge ↗

The problem

Allow agent context to branch into multiple non-destructive execution paths from a shared state, with efficient inheritance and support for parallel or independent exploration.

Possibly addressed by:Side Branch · Agent Context Hub · Agent Preset Branch

Start with these discussions

  • Bidirectional Context Branching with Selective Inheritancegithub · ▲1 · 0 comments
  • Comment on: You'll need nerves of steel to work with AI agentshackernews · ▲0 · 0 comments
  • Comment on: GPT 6.1 Sol: Near-Astra intelligence for a fifth of the pricehackernews · ▲0 · 0 comments
← PreviousPage 3 of 5Next →
1 authors1 posts · 1 reactions0 comments
Idea: expose a count-based image offload budget (maxRequestImages) on llm-pi-ai routes
github · ▲1 · 0 comments
Last active Nov 5, 2026
1 authors1 posts · 1 reactions0 comments
github · ▲1 · 2 comments
Last active Nov 3, 2026
1 authors1 posts · 1 reactions0 comments
0 comments
  • RLT Fixgithub · ▲1 · 0 comments
    • Last active Nov 4, 2026
    1 authors1 posts · 1 reactions0 comments
    authors
    1 posts · 0 reactions
    1 comments
    github · ▲1 · 3 comments
    Last active Sep 28, 2026
    0 authors0 posts · 2 reactions1 comments
  • tool-agent-team：agent/created 时序竞态会随机杀死一次性子代理（TEAM_NOT_MEMBER）github · ▲1 · 2 comments
    • Last active Sep 29, 2026
    0 authors0 posts · 2 reactions1 comments
    github · ▲1 · 0 comments
    Last active Oct 19, 2026
    0 authors0 posts · 2 reactions1 comments
    0 authors
    0 posts · 2 reactions
    1 comments
    x · ▲0 · 0 comments
  • Comment on: DeepSeek Harness developer previewhackernews · ▲0 · 0 comments
    • Last active Nov 4, 2026
    1 authors1 posts · 0 reactions0 comments
    Last active Nov 5, 2026
    1 authors1 posts · 0 reactions0 comments