topic
LLM Tooling
5 posts tagged LLM Tooling.
Meta's Muse Glimmer: A 30B Open-Weights Model Built for Agentic Coding
Meta just shipped a 30B parameter model under a clean Apache 2.0 license, purpose-built for local agentic workflows — tool use, multi-turn coding, and SWE-Bench-style tasks. Here's what it actually changes for builders.
- open-weights-ai
- vibecoding
- agentic-ai
- llm-tooling
- local-inference
LLM 0.32: Reasoning Traces, Server-Side Tools, and a Git-Style Log
Simon Willison's command-line LLM tool just got visible reasoning traces, OpenAI Responses API support, and a content-addressable log — a small release with real implications for anyone wiring LLMs into a production pipeline.
- vibecoding
- llm-tooling
- mcp
- ai-agents
- openai-responses-api
MCP Goes Stateless: What the 2026-07-28 Spec Means for Agent Builders
The most significant Model Context Protocol update since its 2024 launch drops session state entirely — and a fresh round of tooling shows what that unlocks for people building with agents.
- mcp
- ai-agents
- vibecoding
- dev-tooling
- llm-tooling
Inkling: Thinking Machines Ships a 975B-Parameter Model It Admits Isn't the Best
Mira Murati's Thinking Machines Lab released its first open-weights model, Inkling, under Apache-2.0 — and built its pitch around fine-tuning, not leaderboard rank.
- open-weights-ai
- mixture-of-experts
- thinking-machines-lab
- llm-tooling
- vibecoding
OpenAI's GPT-Live-1 Turns Voice Into a Real Agentic Interface
GPT-Live-1 and GPT-Live-1 mini can listen and speak at once, handle interruptions mid-sentence, and translate live — a shift from turn-taking voice bots toward voice as an agent's native interface.
- openai
- voice-ai
- agentic-ai
- vibecoding
- llm-tooling