agentic

Xirp is an agentic development environment built by Spotify, showcased on Product Hunt.

Meta introduces Muse Glimmer, a new 30B open-weights model under Apache 2.0, optimized for agentic task completion, reliable tool use, and multi-step reasoning. Simon Willison tests it locally with LM Studio and llm-coding-agent.

A user shares local testing of Muse Glimmer (Q4 quant via Unsloth) on llama.cpp with OpenCode, noting it performs below Qwen3.6 27B but had reliable tool calls.

Cactus Compute releases Needle 2, a 45M-parameter agentic LLM compressed to a 14MB binary for phones, wearables, smart home and robots, achieving 500+ tokens/sec on a Raspberry Pi 5 and running in 28MB RAM.

Meta open-sourced Muse Glimmer, a 30B-parameter multimodal agentic model under Apache 2.0, optimized for local tool use and coding with 4-bit quantization fitting under 20GB for consumer GPUs. Zuckerberg also promised open-weight Muse Spark 1.2 and a $1B community fund for data-center regions.

Unsloth releases a GGUF-quantized version of Meta's Muse Glimmer 30B model, designed for local agentic tasks with multimodal input, tool use, and multi-step reasoning.

This paper proposes a hybrid knowledge graph generation pipeline that combines top-down grounding in Wikidata with bottom-up agentic synthesis to handle noisy, multilingual HR skill declarations, producing a scalable and self-healing skills taxonomy.

Meta released Muse Glimmer, a 30B multimodal agentic model under Apache 2.0, designed for local deployment with day-0 support across Hugging Face libraries.

Meta Superintelligence Lab releases Muse Glimmer 30B in GGUF quantized formats for local inference, a distilled causal language model with a perception encoder for autonomous agentic tasks, tool use, multimodal input, and failure recovery on consumer hardware.

Introduces compai/crm, an open-source, AI-agent-first CRM with 7.9K+ GitHub stars, positioned as a cost-effective replacement for bloated legacy CRMs like Salesforce for startups.

StreamArena is a benchmark for hour-scale interactive streaming video understanding, paired with a two-tier architecture called StreamMind that outperforms existing streaming baselines across real-time perception, historical recall, proactive interaction, and tool use.

BAP-SQL presents a budget-aware observation planning approach for agentic text-to-SQL, treating SQL query choice as a budget-control decision to improve tight-budget success while reducing token usage.

WorldClaw is an agentic coarse-to-fine framework that generates large-scale, explorable 3D open worlds from text prompts, using planning agents and terrain-conditioned composition to produce coherent global structure and editable instance-level assets.

Introduces ToolArtist, a fully agentic image generation model built from a unified multimodal model, using SFT and reinforcement learning (RAD-GRPO) to dynamically orchestrate reasoning, tool use, and image generation.

Kiro Crew is an open-source agentic development workspace that helps developers build with AI agents.

Liquid AI released LFM2.5-2.6B, a new tiny model focused on agentic capabilities. The author is excited to test it for high-volume tasks like document summarization.

A user shares hands-on impressions of V4-Flash-0731 after a weekend of testing, noting that quantization heavily degrades performance, Q3 weights can replace Qwen3.6-27B in agentic workflows, and full precision approaches GLM 5.2-level capability at remarkably low cost, though it is weak in general knowledge.

DeepSeek released the official DeepSeek-V4-Flash-0731 weights on Hugging Face, superseding the preview version with enhanced agentic capabilities and competitive benchmark results.

Inkling-Small, a 12B active parameter model with 276B total parameters, is released with full open weights, matching Inkling's performance on reasoning and agentic tasks at a quarter the size.

Arcee.ai's Trinity-Mini (26B) was post-trained by Loka in collaboration with PrimeIntellect and AWS to become an agentic harness for scientific research, enabling multi-step workflows and tool coordination.