Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and Self-Evolving Skills
Source: MarkTechPost EverMind has released EverOS, an open-source memory runtime for AI agents. It ships under an Apache...
OCRmyPDF Tutorial: Convert Scanned Documents into Searchable PDF/A Files with Sidecar Text Extraction and Batch Processing
Source: MarkTechPost In this tutorial, we build an advanced, self-contained OCRmyPDF workflow. We start by installing the required...
Building a Stable Fable 5 Traces Workflow in Colab: Parsing Tool Calls, Auditing Data, and Training Baselines
Source: MarkTechPost In this tutorial, we work with the Fable 5 Traces dataset from Hugging Face and build...
Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Support for On-Device Inference
Source: MarkTechPost Liquid AI shipped LFM2.5-230M, it’s the company’s smallest model to date. The release targets a specific...
DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1
Source: MarkTechPost DeepSeek released DSpark, a speculative decoding framework, with open-source checkpoints and training code. It is a...
Meta’s Astryx Brings a CLI and MCP Server to an Open-Source React Design System Agents Can Read
Source: MarkTechPost Meta released Astryx this week. It is an open-source design system, currently in Beta. The project...
Building Supervised Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool-Use Metrics
Source: MarkTechPost In this tutorial, we explore the Open-SWE-Traces dataset as a practical resource for studying and preparing...
Cursor Study Finds Reward Hacking Inflates Coding-Agent Benchmark Scores on SWE-bench Pro
Source: MarkTechPost A new Cursor study reports that newer coding agents often retrieve known fixes instead of deriving...
Perplexity Launches Computer for Counsel: A Multi-Model Agentic Layer for Legal Workflows
Source: MarkTechPost Perplexity launched Computer for Counsel. It is an agentic AI system built for legal teams. The...
OpenAI Previews GPT-5.6 With Sol, Terra, and Luna: Tiered Models, New Reasoning Modes, Limited Access
Source: MarkTechPost OpenAI has begun a limited preview of GPT-5.6, its next-generation model series. The lineup splits into...