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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 201–220 of 256 community requestsUpdated hourly from community discussions
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201
HARNESS
2

Make upgrades transactional with migration and rollback

Provide a one-command upgrade workflow that validates and migrates legacy presets, patches, endpoints, and user-layer files, while warning about incompatibilities and snapshotting all affected data. Automatically restore the previous state if installation, migration, validation, or startup fails so upgrades cannot leave the deployment unusable.

Explore challenge ↗

The problem

Provide a one-command upgrade workflow that validates and migrates legacy presets, patches, endpoints, and user-layer files, while warning about incompatibilities and snapshotting all affected data. Automatically restore the previous state if installation, migration, validation, or startup fails so upgrades cannot leave the deployment unusable.

Possibly addressed by:Upgrade Guard · Self Upgrade · Plugin Upgrade 015

Start with these discussions

  • Make the upgrade path one command: 0.1.5-rc.1 to 0.1.7-rc.1 dropped a legacy preset and left both versions unbootablegithub · ▲1 · 0 comments
  • 升级路径的三个静默杀手:用户层文件能把 boot 和回滚一起杀掉(0.1.5-rc.1 → 0.1.7-rc.1 实测)github · ▲1 · 0 comments
Last active Sep 24, 2026
1 authors2 posts · 2 reactions0 comments
202
PLUGIN
2

Harden Remote Stream Recovery

Add bounded retries and graceful fallback from WebSocket to SSE or other HTTP transports, including compatibility with HTTP/2/HTTP/3 proxies and automatic reconnect with backoff. Preserve durable-stream safety by avoiding duplicate output or tool actions, and cover disconnect, cancellation, exhaustion, and fallback cases with regression tests.

Explore challenge ↗

The problem

Add bounded retries and graceful fallback from WebSocket to SSE or other HTTP transports, including compatibility with HTTP/2/HTTP/3 proxies and automatic reconnect with backoff. Preserve durable-stream safety by avoiding duplicate output or tool actions, and cover disconnect, cancellation, exhaustion, and fallback cases with regression tests.

Start with these discussions

  • WebSocket /api/remote.mux fails behind Cloudflare Tunnel (HTTP/2 edge)github · ▲2 · 1 comments
  • [Idea] Recover OpenAI Codex WebSocket 1006 disconnects instead of ending the turngithub · ▲1 · 1 comments
Last active Sep 5, 2026
2 authors2 posts · 3 reactions2 comments
203
HARNESS
2

Add a new-conversation composer dock

Expose an additive, extensible UI slot immediately below the zero-turn new-conversation composer, preserving normal document flow, registration order, and session-specific visibility without replacing the resident input.

Explore challenge ↗

The problem

Expose an additive, extensible UI slot immediately below the zero-turn new-conversation composer, preserving normal document flow, registration order, and session-specific visibility without replacing the resident input.

Possibly addressed by:Conversation Flat · Client Ui Selection Add · Subagent Panel

Start with these discussions

  • 在新会话页的输入卡片下方,能否增加一个 slot?github · ▲1 · 0 comments
  • Hero Composer lacks an additive public dock below the zero-turn InputBargithub · ▲1 · 0 comments
Last active Sep 15, 2026
2 authors2 posts · 2 reactions0 comments
204
HARNESS
hackernews2

Add a beginner-friendly graphical interface

Provide a polished GUI alongside or instead of the TUI, with clear visual differentiation and accessible presentation for new users.

Explore challenge ↗

The problem

Provide a polished GUI alongside or instead of the TUI, with clear visual differentiation and accessible presentation for new users.

Possibly addressed by:Harness Ui · Tui · Operator Ui

Start with these discussions

  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
Last active Oct 2, 2026
2 authors2 posts · 0 reactions0 comments
205
HARNESS
hackernews2

Enable easy embedded TypeScript plugin authoring

Provide an embedded workflow for creating, editing, and testing TypeScript plugins directly, without requiring Rust, Cargo, or separately compiled executables.

Explore challenge ↗

The problem

Provide an embedded workflow for creating, editing, and testing TypeScript plugins directly, without requiring Rust, Cargo, or separately compiled executables.

Possibly addressed by:Writing Plugin · Plugin Dev Assistant · Code Workbench

Start with these discussions

  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
Last active Oct 2, 2026
2 authors2 posts · 0 reactions0 comments
206
PLUGIN
hackernews2

Provide Cache Warming as a Plugin

Package Anthropic-model cache warming as an independently installable plugin or package rather than bundling it into the minimal coding agent or core harness.

Explore challenge ↗

The problem

Package Anthropic-model cache warming as an independently installable plugin or package rather than bundling it into the minimal coding agent or core harness.

Possibly addressed by:Cache Warmer · Plugin C2c · Cache Stabilizer

Start with these discussions

  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
Last active Oct 2, 2026
2 authors2 posts · 0 reactions0 comments
207
HARNESS
2

Add a one-command environment doctor

Provide a `dsh doctor` or `dsh diagnose` command that checks runtime versions, dependencies and native modules, Web UI prerequisites, and first-run configuration, then reports actionable fixes. This would simplify fresh-install troubleshooting and standardize diagnostic output for bug reports.

Explore challenge ↗

The problem

Provide a `dsh doctor` or `dsh diagnose` command that checks runtime versions, dependencies and native modules, Web UI prerequisites, and first-run configuration, then reports actionable fixes. This would simplify fresh-install troubleshooting and standardize diagnostic output for bug reports.

Possibly addressed by:Plugin Doctor · Version Update · Doctor

Start with these discussions

  • 💡 Idea: Add 'dsh doctor' CLI command for environment & dependency diagnosticsgithub · ▲5 · 64 comments
  • [idea] One-command environment doctor for fresh installs (dsh doctor)github · ▲1 · 2 comments
Last active Aug 15, 2026
208
HARNESS
hackernews11

Add a requirements-planning mode

Provide a guided, nontechnical-user-friendly planning workflow that asks clarifying technical questions before execution. It should determine whether the project is ready to implement or provide preparation suggestions when requirements are insufficient.

Explore challenge ↗

The problem

Provide a guided, nontechnical-user-friendly planning workflow that asks clarifying technical questions before execution. It should determine whether the project is ready to implement or provide preparation suggestions when requirements are insufficient.

Possibly addressed by:Dev Mode · Estimate Before Build · Tool Reqpipe

Start with these discussions

  • zcode有个计划模式很好用,可以用来澄清需求;x · ▲0 · 0 comments
  • Comment on: Sonnet 5.5hackernews · ▲0 · 0 comments
Last active Sep 30, 2026
2 authors2 posts · 0 reactions0 comments
209
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-`$` inline math so plain-text dollar signs are not parsed as KaTeXgithub · ▲1 · 1 comments
  • Markdown renderer: a stray `$` (currency like `US$ 500`) pairs with the next `$` and swallows text as inline mathgithub · ▲1 · 1 comments
Last active Sep 5, 2026
2 authors2 posts · 2 reactions2 comments
210
HARNESS
2

Unify the cross-backend session API

Provide a portable, Responses-compatible contract for sessions, streaming, file handling, cancellation, and failures across Codex, OpenCode, and DeepSeek Harness. This lets integrations switch backends without backend-specific glue or rewrites.

Explore challenge ↗

The problem

Provide a portable, Responses-compatible contract for sessions, streaming, file handling, cancellation, and failures across Codex, OpenCode, and DeepSeek Harness. This lets integrations switch backends without backend-specific glue or rewrites.

Possibly addressed by:Session Handoff · Session Handoff · Session Nexus

Start with these discussions

  • Your product needs one session, stream, files, and cancel contract across Codex, Claude Code, Hermes, DeepSeek Harness,x · ▲0 · 1 comments
  • @0x_rody I use Codex, OpenCode and DeepSeek Harness daily. The biggest friction is duplicating sessions, streaming, cancx · ▲0 · 0 comments
Last active Sep 23, 2026
2 authors2 posts · 0 reactions1 comments
211
HARNESS
2

Allow settings sections to declare navigation icons

Add an optional icon channel to `settings.section` registrations and propagate it through the ledger and renderer, so third-party plugin pages can display custom navigation icons instead of the fallback gear. The capability should be backward compatible and follow the existing `icon?: ReactNode` pattern.

Explore challenge ↗

The problem

Add an optional icon channel to `settings.section` registrations and propagate it through the ledger and renderer, so third-party plugin pages can display custom navigation icons instead of the fallback gear. The capability should be backward compatible and follow the existing `icon?: ReactNode` pattern.

Possibly addressed by:Ui Settings Icons · Settings Sections · Settings Nav Organizer

Start with these discussions

  • Feature request: Let a settings.section registration choose its nav icongithub · ▲1 · 0 comments
  • Allow settings.section registrants to declare a nav icongithub · ▲1 · 0 comments
Last active Sep 11, 2026
212
HARNESS
hackernews2

Optimize agent instruction files

Provide tools that review, rewrite, generate, and iteratively test skill or instruction-file wording to improve agent performance for a target process.

Explore challenge ↗

The problem

Provide tools that review, rewrite, generate, and iteratively test skill or instruction-file wording to improve agent performance for a target process.

Possibly addressed by:Skill Optimization · Improved Inline Edit · Self Improving Agent

Start with these discussions

  • Comment on: Show HN: Raven – The harness of harnesses, built for RSIhackernews · ▲0 · 0 comments
  • Comment on: Claude Code now reads AGENTS.md if there is no Claude.mdhackernews · ▲0 · 0 comments
Last active Sep 29, 2026
2 authors2 posts · 0 reactions0 comments
213
HARNESS
hackernews11

Enable multi-agent task delegation and tracking

Enable agents to delegate side tasks to one another and track concurrent work, with agent-desktop integration to improve delegation and monitoring usability.

Explore challenge ↗

The problem

Enable agents to delegate side tasks to one another and track concurrent work, with agent-desktop integration to improve delegation and monitoring usability.

Possibly addressed by:Subagent Delegation · Subagent Profile · Agent Project Manager

Start with these discussions

  • Comment on: Sonnet 5.5hackernews · ▲0 · 0 comments
  • @benthecarman fork deepseek harness and integrate agent-desktop? DSH is barely usable but requires a lot of tweaking tox · ▲0 · 0 comments
Last active Sep 29, 2026
2 authors2 posts · 0 reactions0 comments
214
HARNESS
2

Add Opt-In Live Delta Streaming

Expose an opt-in, non-durable SDK stream for assistant text, reasoning, and tool-call deltas as they arrive, including through the JSON-RPC protocol. Keep durable assistant messages and session events authoritative for persistence and replay.

Explore challenge ↗

The problem

Expose an opt-in, non-durable SDK stream for assistant text, reasoning, and tool-call deltas as they arrive, including through the JSON-RPC protocol. Keep durable assistant messages and session events authoritative for persistence and replay.

Possibly addressed by:Stream Upload · Event Relay

Start with these discussions

  • [SDK/讨论] JSON-RPC wire 能否增加可选的实时 assistant-stream 通知?Web UI 已有进程内实时通道,out-of-process SDK 消费端只能拿 durable 结算github · ▲1 · 1 comments
  • SDK runtime: request for an opt-in best-effort live streaming channel alongside durable eventsgithub · ▲1 · 1 comments
Last active Sep 11, 2026
1 authors2 posts · 2 reactions2 comments
215
HARNESS
hackernews3

Coordinate parallel coding-agent teams

Provide orchestration for multiple coding-agent teams or workers running in parallel, with shared relevant context, coordination, and ongoing feedback between them.

Explore challenge ↗

The problem

Provide orchestration for multiple coding-agent teams or workers running in parallel, with shared relevant context, coordination, and ongoing feedback between them.

Possibly addressed by:Subagent Profile · Background Agents · Parallel Agent Ade

Start with these discussions

  • Comment on: Show HN: Share your AI Setup, Learn from othershackernews · ▲0 · 0 comments
  • Comment on: GLM-5.3-Flashhackernews · ▲0 · 0 comments
  • Comment on: DeepSeek V4 Flash 0731hackernews · ▲0 · 0 comments
Last active Sep 17, 2026
3 authors3 posts · 0 reactions0 comments
216
HARNESS
hackernews6

Add configurable response-style controls

Allow users to control verbosity and clarity independently of reasoning, including reliably reducing unnecessary detail and expanding or explaining unfamiliar acronyms while preserving useful content.

Explore challenge ↗

The problem

Allow users to control verbosity and clarity independently of reasoning, including reliably reducing unnecessary detail and expanding or explaining unfamiliar acronyms while preserving useful content.

Possibly addressed by:Output Style · Prompt Polish · Output Styles

Start with these discussions

  • Comment on: Claude Fable 5.1 and Claude Mythos 5.1hackernews · ▲0 · 0 comments
  • Comment on: 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 Sep 2, 2026
6 authors6 posts · 0 reactions0 comments
217
HARNESS
1hackernews1

Reduce reasoning token usage

Optimize reasoning so models use fewer tokens, especially when verbose or overthinking during complex tasks.

Explore challenge ↗

The problem

Optimize reasoning so models use fewer tokens, especially when verbose or overthinking during complex tasks.

Possibly addressed by:Token Saver · Token Optimizer · Token Stats

Start with these discussions

  • 思考时输出大量内容是否加速token消耗github · ▲1 · 0 comments
  • Comment on: Hy4 previewhackernews · ▲0 · 0 comments
Last active Sep 15, 2026
2 authors2 posts · 1 reactions0 comments
218
HARNESS
2

Automate pnpm workspace plugin installation

Make profile plugin installation detect pnpm workspaces and automatically pass the workspace-root option, or provide a clear targeted error when manual action is required. Surface any required postinstall or build-approval steps so documented commands work on fresh profiles.

Explore challenge ↗

The problem

Make profile plugin installation detect pnpm workspaces and automatically pass the workspace-root option, or provide a clear targeted error when manual action is required. Surface any required postinstall or build-approval steps so documented commands work on fresh profiles.

Possibly addressed by:Workspace Env · Workspace Plugin · Permission Workspace Write Plus

Start with these discussions

  • dsh plugin add fails on a fresh profile without -w (ERR_PNPM_ADDING_TO_ROOT)github · ▲1 · 5 comments
  • dsh-statecore — auditable project memory: auto-ingest, auto-inject, five native tools, digest on the host modelgithub · ▲1 · 3 comments
Last active Aug 26, 2026
219
HARNESS
2

Route questions across surfaces with first-answer-wins

Fan approval and user-question requests out to claimed interaction surfaces without requiring observers to own the answer. Resolve with the first answer, notify losing surfaces to dismiss their pending UI, and provide claiming, fallback, and audit support.

Explore challenge ↗

The problem

Fan approval and user-question requests out to claimed interaction surfaces without requiring observers to own the answer. Resolve with the first answer, notify losing surfaces to dismiss their pending UI, and provide claiming, fallback, and audit support.

Possibly addressed by:Ask Router · Rich Questions · Approval First

Start with these discussions

  • Proposal: multi-surface ask-user routing — fan-out with first-answer-wins over the user-questions waterfall (reference implementation shipped, ready to upstream)github · ▲1 · 2 comments
  • 审批/提问水瀑事件单一赢家:第三方回答者无法与官方 Web composer 共存(建议:非接管观察 / 多表面展示 / carrier 复用)github · ▲1 · 0 comments
Last active Sep 1, 2026
220
HARNESS
1hackernews1

Enable browser-based computer use

Allow agents to browse live web pages, click elements, search, and fill forms, including through the user's existing browser session and logged-in accounts. This would support end-to-end web tasks and business workflows directly from the harness.

Explore challenge ↗

The problem

Allow agents to browse live web pages, click elements, search, and fill forms, including through the user's existing browser session and logged-in accounts. This would support end-to-end web tasks and business workflows directly from the harness.

Possibly addressed by:Browser Use · Browser Ctrl · Browser Agent

Start with these discussions

  • Navegación web interactiva (tipo ChatGPT Agent) en DPSEEKgithub · ▲1 · 0 comments
  • Comment on: DeepSeek launching v4.1 flash cheaper and more capable than v4 prohackernews · ▲0 · 0 comments
Last active Sep 13, 2026
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2 posts · 6 reactions
66 comments
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2 authors2 posts · 2 reactions2 comments
2 authors2 posts · 1 reactions0 comments