DeepSeek Harness Multimodal Update: From rc.8 to v0.1.1-rc.2
DeepSeek Harness added native images, a vision model, Files API reuse, subagent bundles, and Windows PTY improvements from rc.8 through v0.1.1-rc.2.
SandBase Blog
Insights on AI agents, model routing, and building production-ready AI systems.
DOM-Aware Browser Agents: More Reliable Than Pixel Clicking?
Claude Browser Use combines screenshots with page structure. A practical reliability model for choosing APIs, DOM automation, and visual computer use.
F5 AI Gateway: Why Agent Traffic Needs More Than Model Routing
F5 expanded AI Gateway across models, agents, and tools. The useful architecture lesson is separating routing, policy, tool authority, and evidence.
Multimodal Coding Agents: When Screenshot-to-Fix Actually Works
MAI-Code-1.1-Flash is rolling into GitHub Copilot with image understanding. A rigorous workflow for turning screenshots into verified code fixes.
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.
GitHub Copilot SDK Meets Agent Framework
A practical look at combining GitHub Copilot SDK with Microsoft Agent Framework: what the harness adds, where trust boundaries sit, and when to use it.
How Google Builds and Tests Agent Skills
Google's playbook for scaling Agent Skills: standard structure, CI, with-vs-without evals, accuracy and efficiency, ownership, and safe export.
Google Model Routing vs LiteLLM vs OpenRouter
Compare Google Cloud API Gateway model routing, LiteLLM, and OpenRouter on model reach, routing control, fallbacks, data boundaries, cost, and operations.
Open Multi-Agent: Runtime DAGs in TypeScript
Review Open Multi-Agent's dynamic task DAGs, mixed coding-agent backends, approvals, replay, security defaults, and when the complexity pays off.