v0.10.0 « The Reasoner » — NL, Inference-Time Scaling, Swarm, Agent Framework

v0.10.0 « The Reasoner »

Natural Language (no command word needed)

• sparrow do — NL command router, just type what you want
• Bare-text front door — no prefix needed, natural language first

Reasoning Engine

• Inference-time scaling — best-of-N + Reflexion + reason_max (27B→frontier lever)
• Full Reasoning-Max integrated into default soul (no dilution)
• Fable-Grade reasoning framework — new agent/ directory with 10+ modules
• sparrow reason — live inference-time-scaling command

Swarm / Verification

• Ground-truth verifier — build/test outranks LLM judge
• Swarm verification pipeline

Agent Framework (new)

• 10+ modules: coding, communication, long-horizon, memory, reasoning-max-v2, safety, self-correction, testing, tools
• Agent config, model capability profiles, tool policies
• Evals with scoring rubric
• Master prompts (core, full, system)

UI/UX

• Clickable file/artifact links → right-side viewer in WebView
• WebView/TUI overhaul in progress
• Typography audit + proposals
• Mobile/tablet/desktop layout audit

Performance

• Boot 30% faster — skip model-discovery for read-only commands
• Streaming micro-opt: move token instead of cloning

Testing & Quality

• Provider credential-gated live smoke tests
• Router fallback chain + error-retry coverage
• Action sandbox smoke tests + Linux sandbox CI
• First-run autonomy consent notice

Security

• Landlock sandbox design
• Action sandbox hardening

Crates (workspace)

• sparrow-core v0.10.0
• sparrow-intel v0.10.0
• sparrow-providers v0.10.0
• sparrow-memory v0.10.0
• sparrow-config v0.10.0
• sparrow-tools v0.10.0
• sparrow-cli v0.10.0 (443 files, 9.2 MiB)