GLM-5.1 vs Laguna M.1 vs MiniMax M3: A Practical Benchmark
MiniMax M3 leads the published coding comparison, while GLM-5.1 is strongest for long-running text agents and Laguna M.1 offers open-weight deployment flexibility. Benchmark snapshot…
Stories, experiments, research and deep‑dives into the world of artificial intelligence
MiniMax M3 leads the published coding comparison, while GLM-5.1 is strongest for long-running text agents and Laguna M.1 offers open-weight deployment flexibility. Benchmark snapshot…
A university thesis explores the development of Oracolo, an AI assistant based on Regolo and RAG technology to improve access to public information.
If you're running Claude Code CLI in production—or even just heavily in your daily workflow—you've probably noticed your API bills creeping up. The default…
Thinking Machines Lab has released Inkling, its first foundation model trained from scratch and designed for developers who need more control than a closed…
If you want to make a coding LLM more reliable, start by upgrading the harness instead of swapping models. LangChain’s middleware system lets you…
Announced on July 14, 2026, the model supports a 262K token context window while delivering impressive local inference performance: 163 tokens/second on an NVIDIA…
An agent harness is the layer around a model that manages context, tools, permissions, memory, execution flow, and monitoring. Many teams blame the model…
On June 15, 2026, Boris Cherny, head of Claude Code at Anthropic, shifted the industry perspective on AI systems with a simple admission: "I…
Step-by-step guide to setting up opencode with Brick-V1-Beta for automatic model routing across 6 specialized subagents via Regolo API.
OpenWiki is a CLI tool built by LangChain that writes and maintains documentation for your codebase using an LLM agent – Instead of hand-writing…
Brick is an open-source routing gateway (Mixture-of-Models or MoM) that automatically forwards each user query to the optimal model from your configured pool, analyzing…
A step-by-step guide to installing agentmemory with OpenCode and Regolo.ai — keeping all session data on-premise, fully GDPR-compliant. Every AI coding agent forgets everything…