Document current coding-workflow stack state
Snapshot of where opencode + Qwen3-Coder + MCPs + Kimi-Linear + voice + Phoenix tracing land today, plus in-flight (oc-tree, kimi-linear context ramp) and next (ComfyUI) items with pointers to per-project NEXT_STEPS.md guides.
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39
Roadmap.md
39
Roadmap.md
@@ -169,6 +169,38 @@ Already wired in `localgenai/opencode/`:
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- **[mcp-server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch)** —
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not yet wired; useful if Playwright feels heavy for plain page reads.
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**Next: cited-search variant.** Fork `mcp-searxng` (or wrap it) to expose
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a `search_cited` tool that auto-fetches the top 3-5 results, extracts
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readable text via mozilla/readability or trafilatura, and returns
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numbered `[n] URL\n<excerpt>` blocks with a tool description telling the
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model to cite as `[n]`. Closes the citation-quality gap with
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[opencode-websearch-cited](https://github.com/ghoulr/opencode-websearch-cited)
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(which delegates to Gemini/OpenAI/OpenRouter) while staying fully local.
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Tradeoff: 3-5 HTTP fetches per query → slower; needs timeout + graceful
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skip for sites that block scrapers.
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### Observability — partial
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- **[Arize Phoenix](https://github.com/Arize-ai/phoenix)** wired via
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`opencode/.opencode/plugin/phoenix-bridge.js`: OpenCode's experimental
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OTel spans go to Phoenix at `framework:6006` with the OpenInference
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span processor for LLM/tool-aware attributes. Subagents nest under the
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parent session as a unified trace tree. **External** trace viewing is
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solved.
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- **Gap: in-harness visibility.** OpenCode's TUI has no sidebar plugin
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API ([sst/opencode#5971](https://github.com/sst/opencode/issues/5971),
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open) and no built-in tree/timeline view. Plugins can only show
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toasts. While driving the agent, there's no live "what's it doing
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right now" pane — you have to alt-tab to Phoenix.
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- **Next: SSE sidecar.** `opencode serve` exposes documented SSE streams
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at `/global/event` and `/session/{id}/event` carrying every tool call,
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message part, and child-session creation. A small TUI sidecar
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(Bubbletea/textual, ~200 lines) running in a tmux pane next to
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opencode can subscribe and render a live tree:
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`session → tool call → child session → tool call`. Subagents *are*
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child sessions in the data model, so the hierarchy comes for free.
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Phoenix stays the deep-trace store; sidecar is the live pane.
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### Persistent memory
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OpenCode's memory is per-session unless you wire MCP for it.
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@@ -242,6 +274,13 @@ In rough order of impact-per-hour-spent:
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OpenCode's per-task UX feels too hands-on.
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11. **OpenWebUI for household-shared chat access.** Adds value for
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non-coding LLM use, fills a small gap in the multi-user story.
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12. **SSE sidecar for in-harness visibility.** Live tree pane subscribed
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to opencode's `/session/{id}/event` SSE; closes the "what's it
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doing right now" gap that Phoenix doesn't fill (Phoenix is for
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after-the-fact deep traces, not glanceable status).
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13. **Cited-search MCP.** Fork `mcp-searxng` to add `search_cited` with
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auto-fetch + readability extraction. Smaller-impact than the
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sidecar but cheap and keeps everything local.
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## Reference catalogs to monitor
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