01Log
Archive
The full log, newest first.
VexCL Library
VexCL is a C++ vector expression template library for OpenCL, CUDA, and OpenMP that reduces boilerplate in GPGPU development. It supports multi-device and multi-platform computations and remains actively maintained.
Show HN: Pizza Bot – An inbox for AI agents that work in the background
Self-hosted desktop app (Mac/Win/Linux) that runs AI agents in the background and surfaces their output in an inbox — 59 points and 33 comments of HN debate on background-agent ergonomics.
Open-sourced jev architecture last year with model,paper and dataset
HN thread on a non-autoregressive architecture for JSON-schema-constrained probability prediction, open-sourced with model, paper, and dataset. Directly relevant to structured outputs in agent tool calling.
Claude API: on-demand compaction (beta) + Compliance transcripts
Claude API adds on-demand conversation compaction (beta) — send a `compaction` parameter, get a signed summary block, keep recent turns verbatim; Compliance API now returns Claude in Chrome session transcripts for Enterprise.
ACP 1.22.0
ACP 1.22.0 stabilizes tool call name and adds session notices schema — protocol-level changes for agent-client interop.
Polymarket Strategy Handbook
Polymarket strategy handbook documenting 39 strategies across 14 families, covering market structure, execution, backtesting, risk, and failure modes. Notable as research-first documentation for prediction-market developers and traders who want mechanics rather than guaranteed-profit bots.
DSH Anchored Standard
DSH Anchored Standard is an experimental DeepSeek Harness agent preset that anchors sessions on Minimal-aligned bootstrap, then promotes to full Standard tools. It is a frozen community project not affiliated with DeepSeek.
Human Atlas Explorer
Human Atlas is an open-source interactive 3D anatomy explorer built with React and Three.js, offering 2,234 selectable BodyParts3D meshes, 15 anatomical systems, and search across 3,432 named concepts.
Exploitarium PoC Archive
Exploitarium archives public exploit proof-of-concepts and vulnerability research writeups, noting many were unreported at posting so others can claim CVEs. The author describes an AI-assisted fuzzing workflow using GPT-5.3 to attract people to vulnerability research.
DSH Plugin Market
DSH Market is a plugin market inside DeepSeek Harness for browsing, searching, and one-click installing plugins and themes. It requires dsh web 0.1.0-rc.6 or newer and disables itself on older hosts.
Jingtian LaTeX Project
A 5 x 8 inch XeLaTeX typesetting project requiring XeLaTeX and a standard TeX Live distribution. The repository contains no description beyond build instructions.
DSH Better Sidebar
DSH Better Sidebar is an open sidebar foundation for DeepSeek Harness that lets third-party extensions register new sidebar pages, with built-in file rendering, terminal, side chat, Git, and sub-agent pages. It uses DSH's native sidebar API.
Tinycast macOS Launcher
Tinycast is a native macOS launcher with hotkeys and clipboard history, built in Swift and using under 100 MB of RAM. It targets macOS 26+ and is AGPL-3.0 licensed.
PGPony Android
An Android OpenPGP app for on-device encryption, decryption, signing, and key management, including NFC hardware security key support. The FOSS build has no Google services, ads, analytics, or tracking.
Prism Browser
A local-first, open-source Chromium/Electron browser that manages multiple isolated profiles with independent cookies, caches, extensions, proxies, and fingerprint settings. The Community edition is free with unlimited local environments and stores data only on the user's device.
Magpie Local Search
A desktop launcher for on-device semantic search across GitHub stars, local files, images, bookmarks, and history. It is built with Rust/Tauri, avoids full-disk scanning, and keeps all data local.
Aperod Node
A Go-based Layer-1 blockchain providing RingCT and CLSAG confidential transactions for P2P payments, Telegram Mini-Apps, and Web3 games. It uses a permissionless BFT-PoS consensus and dynamic base-fee burn.
FlipDeFlock Detector
A Flipper Zero app paired with an ESP32 to passively detect ALPR cameras, acoustic sensors, police body cameras, drones, and BLE trackers over Wi-Fi and BLE. It decodes drone Remote ID including operator position and maps/geotags findings.
Desert Ant SDK
On-device AI SDKs for Swift, Kotlin, and JavaScript that run small text, audio, and image models locally via Core ML, LiteRT, and WebAssembly. Data stays on device across Apple, Android, and browser platforms.
Rizzo PII Guard
A local-first anonymization tool using a 0.3B Italian-first token-classification model to detect 22 personal data categories, including Italian legal identifiers, before sharing documents with LLMs. It performs reversible anonymization and is CPU-friendly.
ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments
Proposes turning scientific codebases into environments agents can learn from — a potential source of training and eval signal for code agents.
Artificial intelligence and biosecurity: capabilities, threat pathways, and defense-in-depth governance
A paper proposing governance frameworks to mitigate AI-driven biological threats.
OpenHands 1.19.0
OpenHands 1.19.0 — agent profiles can now be scoped to specific MCP servers; adds GPT-6 Astra support. Fixes credential injection in static-server (HTML-escape + no-store) and Azure DevOps SSH remote recognition.
Devin CLI updated
Devin CLI v3000.10.31 fixes permission precedence: `Exec(rm)` no longer blocks when a broader `ask`/`allow` rule covers the tool; `Exec(*)` now matches every command. Also new this week: GPT-6 Astra batches shell commands, `/code` `/smart` `/bypass` mode commands, and `disabled_tools` config.
Show HN: Loss — a tiny satire about AI progress
HN satire on agent sprawl: you start as a manual inference unit pressing a button per token, then agents, sub-agents, approvals, swarms take over. Universal Paperclips for the agentic era.
Pareto
Multimodal composite for research, coding, and agentic workflows with 262K context.
Ternary Bonsai 2 27B
Ternary-weight compression of Qwen3.8 27B at 1.76 effective bits per weight, keeping 98.2% of base aggregate score in 5.9 GB.
Swift Qwen3.8 27B
27B image-text-to-text model released today, open weights for multimodal builders.
Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States
Trains LMs to simulate user mental states before responding — 'understand the person behind the prompt' as a trainable objective, not a prompt-engineering trick. Relevant to agent UX and goal inference over literal instruction-following.
GitHub Copilot suggests custom properties definitions
Copilot now suggests allowed values when creating repo custom properties — org admins managing Copilot policies get autocomplete on their governance surface. Minor, but Copilot's admin tooling is getting smarter.
Coding agents usually can't price on outcomes. Ours can.
Agentic Batch Changes prices on outcomes — you only pay for changesets that merge. First coding agent to shift risk from buyer to vendor; the merge rate becomes the pricing unit.
Mistral and Mozilla are bringing open, private and multilingual AI to your web browser
Mistral and Mozilla partner to put open, private, multilingual models in the browser — local inference as the privacy answer. Worth tracking if on-device agents become a real deployment target.
Introducing Agentic Batch Changes: the frontier agent for code change at scale
Agentic Batch Changes runs codebase-wide changes across hundreds or thousands of repositories — org-wide refactors as one agentic workflow rather than a script. The scale claim is the story.
Skylight Aircraft Projector
Decodes ADS-B signals from an RTL-SDR and projects passing aircraft onto a ceiling in real time, labeled with airline and destination, along with sun, moon, stars, and satellites. Notable as a unique hardware-software project with active development.
Materialious YouTube Frontend
Materialious is a material design frontend for YouTube and Invidious that offers a clean, privacy-friendly experience with optional encrypted account syncing and local video fallback. It is available on web, desktop, Android, and Android TV, and is actively maintained.
Oruga UI Library
Oruga is a lightweight Vue.js UI component library that has no CSS dependency, allowing integration with any CSS framework or custom styles. It is actively developed and focuses on functional, customizable components.
Breakscale System Simulator
Breakscale is a system design simulator where users build distributed systems on a canvas, load them until failure, and observe real queueing, latency, and circuit breaker behavior from discrete-event simulation. It is an educational tool gaining traction.
Backbone Marionette Framework
Backbone.Marionette is the classic Backbone.js framework, now in version 4, but future feature development is moving to a separate 'marionette' library that drops the Backbone dependency. It is still maintained mainly for legacy applications.
Aurelia Framework
Aurelia 2 is a standards-based front-end JavaScript framework for building browser, mobile, and desktop applications with minimal framework intrusion. It is actively maintained but has a smaller community compared to other frameworks.
React Font Awesome
Official React component that renders Font Awesome icons as SVG with JavaScript, providing an API for using Font Awesome in React apps. It is the essential, well-maintained wrapper for the icon library.