- Add URL detection, normalization, and direct fetching to web_search tool
(handles standalone URLs, embedded URLs, arxiv PDF→abs conversion)
- Add URL pre-expansion in OpenHands agent to bypass tool loop for URL queries
- Add input truncation (_truncate_if_needed) to prevent context window overflow
- Fix stream_bridge ToolResult field access (content/latency_seconds vs output/latency_ms)
- Add XML tool call format parser alongside Action:/Action Input: format
- Reduce default max_turns from 10→3 to cap worst-case response time
- Add empty response fallback text in frontend useChat hook
- Add channels system, security module, and model catalog updates
- Add 30+ new tests for URL fetching, truncation, and agent behavior
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add React/TypeScript Chat UI frontend with sidebar, conversation management,
model selector, streaming indicator, and savings panel
- Wire up TelemetryStore in `jarvis serve` so TELEMETRY_RECORD events are
persisted to SQLite (matching the pattern from `jarvis ask`)
- Switch agents (orchestrator, react, openhands, openclaw_plugin) and the
direct route handler to use `instrumented_generate()` so token counts are
recorded and the /v1/savings endpoint returns real data
- Restyle savings panel model display with bordered card boxes (green accent
for local, orange for cloud) instead of plain text rows
- Add SGLang engine backend, dashboard routes, savings computation, and
agent-stream bridge for SSE streaming
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add ReAct and OpenHands agents, WebSearch and CodeInterpreter tools,
full MCP protocol layer (server/client/transport), Gemini cloud engine
support, 12 new model specs (4 local MoE + 8 cloud), trace system,
and comprehensive test coverage across all dimensions (hardware, engine,
memory, agents, tools, MCP, integration).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Use importlib.import_module + patch.object to fix 19 broken tests
(module shadowing issue in cli/__init__.py)
- Add 400 retry without tools in _openai_compat.py for vLLM servers
without --enable-auto-tool-choice
- Update NOTES.md with session 2 findings
🤖 Generated with [Devin](https://cli.devin.ai/docs)
Co-Authored-By: Devin <noreply@cognition.ai>
