AIPOCH: What a Scientific Agent Harness Must Make Auditable
AIPOCH's recent releases highlight artifacts, branching, subagents, and usage traces. Those features reveal what scientific-agent reproducibility really requires.
Tag: #open-source
Build an Auditable Research Agent: Evidence Ledgers, Sandboxes, and Replay
A reproducible workflow combining a portable research Skill with sandboxed execution, audit trails, and replay using two open-source SandBase projects.
Meta Muse Glimmer: 30B Agent Model That Runs on Your GPU
Meta Muse Glimmer is a 30B dense multimodal model for local agentic workflows. Apache-2.0, runs on a single consumer GPU, calls tools and writes code locally.
DeepSeek Harness (2026): Setup, Plugins & Production Limits
DeepSeek Harness setup and review: npx install, plugin architecture, API limits, and what is safe to test before production.
DeepSeek Harness vs Hermes Agent (2026): OpenClaw Comparison
DeepSeek Harness vs Hermes Agent, with OpenClaw compared: architecture, setup, extensibility, channels, learning loops, and which open-source AI agent fits each use case in 2026.
SandBase MA vs Claude MA vs DeepSeek Harness (2026)
Three-way comparison of SandBase Managed Agents, Claude Managed Agents, and DeepSeek Harness covering architecture, pricing, and data ownership.
SandBase Managed Agents: Open-Source CMA-Compatible Runtime
SandBase Managed Agents is an open-source, local-first agent runtime with CMA-compatible APIs, multiple sandbox backends, and model-agnostic design.
10 Best Open-Source AI Agent Frameworks in 2026 (Ranked)
10 best open-source AI agent frameworks ranked for 2026. LangGraph, CrewAI, AutoGen, Mastra, and more — with pros, cons, and our pick for each use case.