News
Recent updates and announcements.
- 2026-07-14 External link
We released Agentic Routing: The Harness-Native Data Flywheel 📄
Harness-Native agentic routing picks the best-fit model — or several complementary ones — at each step from the full harness state, turning every routing decision into labeled data that trains stronger routers and models. Instantiated in OpenSquilla; evaluated on DRACO and PinchBench.
Read more - 2026-07-13
OpenSquilla 0.5.0 Preview 4
An upgrade-safety preview for the 0.5 line — it protects your existing workspace, identity, memory, config and chat history across upgrades, adds an optional Windows Portable data transfer, and sharpens Model Ensemble progress and usage reporting.
Read more - 2026-07-10
OpenSquilla 0.5.0 Preview 3
A broad preview of the 0.5 runtime, desktop, routing, and deployment line — a transactional migration path for legacy homes, wider provider and router choices (TokenRhythm, GLM 5.2, Tencent TokenHub), a terminal UI overhaul, and prebuilt multi-arch container images.
Read more - 2026-07-06
OpenSquilla usage guide is here 📖
A hands-on, illustrated usage guide (PDF, 7 pages, in Chinese): from download and install through provider, smart-routing, tier and search setup, to Coding mode and ensemble routing.
Read more - 2026-07-05
OpenSquilla 0.5.0 Preview 2
A second preview of the 0.5 routing line, led by Model Ensemble Routing — which beat every single-model baseline, including Fable 5, in internal hard-turn evals. Plus smoother settings recovery, tighter rollback for cancelled turns and sandbox denials, a non-interactive code-task scaffold, and Desktop / Web UI polish.
Read more - 2026-07-03
OpenSquilla 0.5.0 Preview released
The 0.5.0 preview is here, led by Model Ensemble Routing — fan hard turns across multiple candidate models. In internal hard-turn evals it beat every single-model baseline, including Fable 5.
Read more - 2026-06-29
OpenSquilla 0.4.1 maintenance release
A maintenance release for the 0.4 desktop & Control UI line: steadier macOS/Windows installs, a fully multilingual client (EN/ZH/JA/FR/DE/ES), and Web UI, provider, and router polish.
Read more - 2026-06-28
OpenSquilla 0.4.0 released 🎉
Two headline additions: a dedicated Coding Mode (code-task) and signed desktop apps for macOS and Windows — plus manual MetaSkills, more search providers, and runtime hardening.
Read more - 2026-06-17 External link
We released A Survey on Agent System and Harness Design 📄
From Question Answering to Task Completion — surveys how agent runtimes evolved from QA prompting to full task-completion harnesses.
Read more - 2026-06-10 External link
Claw-SWE-Bench released 📊
A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks.
Read more - 2026-06-05 External link
GitHub stars surpassed 3,000 🎉
From 1,000 to 3,000 in under three weeks — thank you to everyone who starred, contributed, and shared. Onward.
Read more - 2026-06-03
OpenSquilla 0.3.1 maintenance release
A 0.3 maintenance release that makes day-to-day use less fragile: chat rendering, Slack setup, media handoffs, and provider validation.
Read more - 2026-05-31
OpenSquilla 0.3.0 released 🎉
MetaSkills turn repeatable multi-step work into reusable workflows. Plus Health Doctor diagnostics, structured tool compression, and a real product documentation set.
Read more - 2026-05-27 External link
Windows portable install video walkthrough is live 🎬
A one-shot walkthrough of downloading, launching, and configuring OpenSquilla on Windows — bundled CPython, no separate Python install required.
Read more - 2026-05-22
OpenSquilla 0.2.1 maintenance release
Stability fixes for long-running WebUI sessions, sharper multilingual memory recall, cleaner artifact handoff, and smoother Windows 10 portable startup.
Read more - 2026-05-22
#10MTokenChallenge wrap-up — 30 winners announced 🎉
Our very first community event has officially wrapped. Huge thanks to everyone who contributed — and congrats to the 30 winners, each receiving 10M tokens.
Read more - 2026-05-20
OpenSquilla 0.2.0 released 🎉
OOTB 1-click migration from OpenClaw and Hermes, plus three new pillars: CLI-first chat, Cron-based automation, and MCP Server interoperability.
Read more - 2026-05-18 External link
GitHub stars surpassed 1,000 🎉
Huge thanks to everyone who starred the repo — your support means a lot. We are just getting started.
Read more - 2026-05-12
OpenSquilla 0.1.0 Preview 1
First public preview of OpenSquilla: a local AI agent runtime with a built-in Web UI and guided onboarding.
Read more