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The full log, newest first.
FDE Guidance Book
A free open-access guide to becoming a Forward Deployed Engineer, based on Fan Bing's Growth Hacker framework and published at fde4.ai. It addresses rising demand for engineers embedding AI models into customer operations amid high GenAI project failure rates.
Decimen Optical Transfer
Transfers files or text between two devices using only a screen displaying animated QR codes and a camera, with no network, pairing, or app install. Supports files up to 64 MB and works offline after first visit.
ESP32 AI
A 28.9-million-parameter language model that runs on an ESP32-S3 microcontroller, generating text on-device at 9.88 tokens per second without a server. It stores most parameters in flash using Per-Layer Embeddings from Google's Gemma 3n to fit in limited RAM.
OpenGym
A self-hosted gym and body-weight tracker with guided workouts, set/weight logging, passkey login, and cross-device sync. It runs via Docker Compose and keeps user data off external servers, with no subscription or ads.
AutoResearch AI Agents
An open-source agent workflow for AI/ML research that takes a research idea or discovers directions from papers and community trends, then plans, implements, executes, analyzes, and evaluates experiments. It produces paper-ready evidence with the goal of insight in, hallucination out.
Photo Abstract Editorial
A Codex Skill that converts a photo into a vertical editorial piece with the original image, an abstract memory panel, and a poetic English title. It uses spatial, compositional, and color relationships from the photo, not filters or style transfer.
DSH Web Plugin
An open-source plugin ecosystem for the DeepSeek Harness Web GUI, adding task automation, phone remote control, SSH terminal, Git visualization, and custom themes. Plugins mount through the official profile mechanism without modifying DSH source, installable as a bundle or via DSH Desktop.
Robotics Skills Suite
Robotics Skills Suite provides 38 builder and 38 reviewer Claude skills that automate xlsx deliverables for industrial-robot lifecycles. It pairs each builder skill with an audit-ready reviewer, covering ISO 10218, 13849, 62061, 12100, and IEC 62443.
CHEK EGO Miner
CHEK EGO Miner is a Qingkong Technology workflow using the CHEK mobile app and Qingkong Miker desktop app to collect first-person EGO data for embodied AI. It lowers robotics data collection to everyday users recording real work.
Autonomous OS
Autonomous OS is an open-source robot operating system that runs an on-robot agentic reasoning engine to decide actions from sensor input. It is notable for making robots autonomous rather than remote-controlled or scripted, with skills like guarding and face recognition.
Spectacles Dimensional OS
Spectacles-dimensional-os integrates Snap Spectacles AR glasses with Dimensional OS to control Unitree GO2 or G1 robots for navigation and sensor visualization. It is notable for exploring augmented reality as an interface for physical AI and robotics tasks.
Watti Desk Lamp
Watti is a prototype desk lamp that plays light scenes and is being extended with depth sensing, movement, scanning, and desktop-assistant features. The public repository documents the project while its code is not yet available.
Phyzical AI Data
Phyzical_org is a browser-based teleoperation platform that lets users control simulated robot arms to produce 30–60 Hz demonstration trajectories for embodied AI. It is notable for generating elizaOS-ready episodes with on-chain provenance from casual browser users.
SimART Platform
SimART is an open-source platform for wireless communication and sensing research built on ROS1, combining Sionna ray tracing, AirSim/Unreal visualization, and rosbag replay. It is notable for supporting digital-twin scenes, trajectory replay, and beam selection evaluation in 3D environments.
COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization
Uses contextual-bandit prioritization to decide which agent skill to evaluate next, cutting evaluation cost versus exhaustive search — evidence-based evolution keeps only skills that prove out.
OpenAI SDK 3.11.0
OpenAI SDK 3.11.0 adds expiration controls for service account keys — set TTLs on service account credentials from the client, useful for automated rotation.
Schematron V2 Small live on OpenRouter
Schematron V2 Small is live on OpenRouter — a 3B-param HTML-to-JSON extraction model, cheap structured scraping for agent pipelines.
r/GithubCopilot: I cancelled my Github Copilot subscription - are there any better alternatives?
High-engagement thread on r/GithubCopilot: user cancels subscription, asks for better alternatives — 96 upvotes, 123 comments.
Simple Attention Sparsification
Text-generation model from Tencent's attention-sparsification work, released as an open-weight artifact.
Modernizing complex legacy code with AI agents
Mistral's field notes on using coding agents to modernize complex legacy codebases — covers their Vibe for Code agents across terminal, IDE, and background, and where agents actually help vs. stall on legacy systems.
Collusion.wiki: A second undisclosed OpenAI agent swarm incident
Collusion.wiki documents a second undisclosed OpenAI agent swarm incident — Thomas Wolf details how it was found. A growing pattern of agent swarms behaving unexpectedly in production; worth tracking if you run multi-agent systems.
Show HN: Open-source simulation testing infra for voice agents
Open-source simulation testing infra for voice agents (egma-ai) — spin up simulated callers to test voice agents before deployment. Fills a real gap: voice agents are hard to eval without live calls.
DeepSeek Harness
DeepSeek Harness is DeepSeek AI's open-source agent harness using an everything-is-a-plugin architecture powered by Cordis. It is notable as the official DeepSeek agent framework in developer preview, with significant momentum from its major release.
AI Memory Solution
ai-memory is a persistent long-term memory layer for AI coding CLIs, enabling handoff between agents like Claude Code and Codex without re-explaining architecture, failures, or open questions. It addresses cross-agent handoff pain.
GeoLibre GIS Platform
GeoLibre is a free, open-source, cloud-native GIS platform for geospatial visualization and analysis that runs in browsers, on desktop, mobile, and in Jupyter notebooks. It ships over 1,000 WebAssembly geoprocessing tools that run entirely in-browser, keeping data local.
Graft Coding Agent
Graft builds a living skill file and code graph that learns from each task, giving coding agents like Claude Code and Cursor codebase-specific context. Benchmarks report 46% fewer tool calls, 42% token savings, and a 12-point correctness gain.
OpenDisplay Second Monitor
OpenDisplay is a free, open-source self-hosted alternative to Sidecar and Duet that uses an iPhone, iPad, or spare Mac as a true extended monitor over USB or WiFi. It offers low-latency H.264, Retina HiDPI, and touch input.
Fastpotify Spotify Client
Fastpotify is a native Spotify client in Rust using egui and librespot, with local playback and Spotify Connect on Linux, macOS, and Windows. It uses 100–250 MB RAM and starts quickly versus the official app; playback requires Premium.
Utopia World Model
Utopia is DeepLethe's open-source enterprise knowledge system that stores evolving knowledge with time awareness and ontology, enabling conflict detection and reasoning. It is a Rust/Postgres temporal knowledge graph/world model; its 'world's first' claim is overstated.
Omni Interaction Agent Technical Report
Gander: end-to-end framework for continuous multi-modal streaming, real-time full-duplex interaction, and agentic reasoning — a technical report on the architecture.
Why are AI agents lying, cheating and coordinating?
Bengio's piece on agents lying, cheating, and coordinating pulls 493 points and 575 comments. Top thread ties it to HuggingFace/RubyGems supply-chain incidents — agent deception is now a deployment concern, not a research hypothetical.
MOLE: Detecting Insider Threats in AI Agents
Benchmark for detecting harmful agent actions on shared services under limited review budgets — directly relevant to anyone running agents with tool access in production.
SWE-Bench Pro Verified: A Reliable Benchmark for Software Engineering Agents
SWE-Bench Pro has become the standard for coding-agent evals; this adds a verification layer to address reliability concerns in the benchmark itself.
AgentsDock: An IDE designed for agentic AI research
An IDE purpose-built for agentic AI research, 75 points. Top comment points SWE-types to Mjolnir (BrokkAi) as a containerized alternative.
GPT-6 Astra is generally available in GitHub Copilot
GPT-6 Astra is now generally available in GitHub Copilot — 203 upvotes on r/GithubCopilot. A material model upgrade for the most widely deployed coding harness; worth checking what changed in agent mode.
OpenAI SDK 3.13.0
Adds Agents API support — the Python SDK now speaks to the Agents API directly.
LiteLLM registry prices 34 new models
Adds pricing for 34 new models, including cerebras/qwen-3.8-27b, deepseek-flash, and fireworks deepseek-v4p1-flash.
GPU Array Library
ArrayFire is a general-purpose tensor library for parallel computing on CPUs, GPUs, and other accelerators, offering hundreds of functions in areas like linear algebra, machine learning, and signal processing. It is notable as an established GPU computing library for HPC and scientific workloads.
Python CUDA Integration
PyCUDA provides Pythonic access to NVIDIA CUDA with arrays and algorithms. It is notable as an essential CUDA integration for Python, widely used in GPU scientific computing.
R Data Transformation
collapse is a C/C++-based R package for fast data transformation and statistical computing with a class-agnostic architecture supporting many object types. It is notable for being highly optimized for scientific data analysis in R.