Axios compromised on NPM – Malicious versions drop remote access trojan
#1Automated Supply Chain Attack Detection for Package RegistriesP7/10A real-time monitoring service that detects compromised packages on npm, PyPI, crates.io, and other registries by analyzing behavioral anomalies like credential-bypassed publishes, injected phantom dependencies, and suspicious postinstall scripts. #3Dependency Security Copilot for AI Coding Agents8/10A plugin for LLM coding agents (Cursor, Claude Code, Copilot Workspace) that intercepts dependency operations, validates packages against threat intelligence, and prevents agents from blindly installing or upgrading to compromised versions. #4Managed Dependency Mirror with Built-In Quarantine7/10A hosted private registry proxy that mirrors npm, PyPI, and crates.io with an automatic 72-hour quarantine on all new publishes, behavioral analysis scanning, and instant rollback — so teams never pull a package version less than 3 days old. The Claude Code Source Leak: fake tools, frustration regexes, undercover mode
#1AI Code Provenance and Supply Chain AuditingP6/10A platform that scans npm packages, PyPI modules, and other registries for accidentally leaked source maps, prompts, API keys, and internal business logic — alerting maintainers before attackers find them. #2AI Authorship Detection for Code Contributions6/10A tool that integrates with GitHub/GitLab to probabilistically flag whether a pull request or commit was written by an AI agent, giving maintainers transparency without relying on self-disclosure. #3Prompt and System Instruction Leak Prevention Platform5/10An automated pre-release scanner and runtime guard that detects when system prompts, internal codenames, operational metrics, or business context embedded in AI agent code would be exposed to end users or public registries. Claude Code's source code has been leaked via a map file in their NPM registry
#1Automated Supply Chain Security Scanner for NPMP6/10A continuous monitoring service that scans NPM registries, PyPI, and other package managers for accidental source code leaks, exposed secrets, and map files before attackers find them. #2Open Source AI Coding Agent With Full Transparency5/10A fully open-source, self-hostable AI coding agent that matches Claude Code's capabilities — cost tracking, proxy coordination, vim integration — without vendor lock-in or hidden prompt engineering. Open source CAD in the browser (Solvespace)
Artemis II is not safe to fly
#1Independent Aerospace Safety Audit PlatformP5/10A crowdsourced technical review platform where independent engineers can collaboratively analyze and publish safety assessments of government and commercial space missions, with structured data and transparent methodology. #2Aerospace Thermal Protection Testing as a Service5/10A commercial full-scale thermal protection system testing facility that can simulate actual reentry conditions on large-format heat shields, offered as a service to NASA, SpaceX, and other spacecraft manufacturers. #3Mission Risk Intelligence Platform for Space Insurance6/10A data-driven risk scoring platform for space missions that aggregates engineering anomalies, test results, program history, and expert assessments to generate actuarial-grade risk profiles for spacecraft insurers and investors. OpenAI closes funding round at an $852B valuation
Why the US Navy won't blast the Iranians and 'open' Strait of Hormuz
Ollama is now powered by MLX on Apple Silicon in preview
#1Unified Local LLM Runtime for Apple SiliconP6/10A single optimized inference engine that automatically selects the best backend (MLX, llama.cpp, Metal) based on model and hardware, abstracting away the fragmented local AI stack. #4Lightweight Local LLM for 16GB RAM Macs5/10A highly optimized small model + inference stack specifically targeting the 16GB MacBook Air — the most common Apple Silicon config — making useful AI coding assistance accessible without expensive hardware. Universal Claude.md – cut Claude output tokens
#1AI Agent Token Cost Optimization PlatformP6/10A managed proxy layer that automatically optimizes LLM token usage across prompt engineering, context compression, and output control without degrading agent performance. #2Context Compression Proxy for AI Coding Agents7/10A localhost proxy that sits between AI coding agents and LLM APIs, intelligently compressing context (shell output, file reads, prior conversation) by 30-60% while preserving reasoning quality. #3Persistent Session Memory Layer for AI Agents7/10A structured memory and handoff system for AI coding agents that persists context across sessions, preventing expensive re-reading of codebases and maintaining long-term project coherence. #4AI Agent Output Quality Benchmarking Platform6/10A benchmarking and regression testing platform that measures how prompt engineering changes (like token reduction instructions) affect actual code generation quality across real-world agentic workflows. GitHub backs down, kills Copilot pull-request ads after backlash
#3Open-Source GitHub Feed and Dashboard Replacement5/10A standalone developer dashboard that reconstructs the GitHub activity feed, notifications, and discovery features that GitHub degraded, pulling data via API and presenting it without ads or AI clutter. OkCupid gave 3M dating-app photos to facial recognition firm, FTC says
Android Developer Verification
#2Sideload App Security Scanning as a Service6/10An independent, transparent malware scanning and signing service for sideloaded Android apps that gives users trust signals without requiring Google's verification infrastructure. #3EU Digital Sovereignty Mobile App Marketplace5/10A regulated, EU-based alternative app store with transparent review processes, GDPR-native design, and no platform tax, positioned as the DMA-compliant distribution channel for European developers. A dot a day keeps the clutter away
#2AR-Powered Personal Object Usage Tracker5/10An AR app that uses on-device vision to passively recognize and log when you interact with household items, clothing, tools, and food — building a personal usage database without physical tags. #3ADHD-Optimized Home Organization System and Coaching6/10A subscription service combining visible, low-activation-energy physical organization products with an app that adapts to neurodivergent organizational styles rather than forcing conventional hidden-and-sorted approaches. Clojure: The Documentary, official trailer [video]
Google's 200M-parameter time-series foundation model with 16k context
#1Managed Time-Series Forecasting API for Product TeamsP6/10A hosted API that wraps open-source time-series foundation models (TimesFM, Chronos, Moment) with automatic preprocessing, model selection, and explainability layers so product teams can add forecasting without hiring data scientists. #2Explainable Forecasting Layer for Business Users6/10A forecasting tool that decomposes predictions into human-readable components (trend, seasonality, external events) and shows confidence intervals with plain-language explanations of why the forecast looks the way it does. #3Automated ARIMA-vs-Foundation Model Benchmarking Platform5/10A platform that lets data teams upload their time-series data and instantly benchmark simple statistical models (ARIMA, ETS) against foundation models, showing accuracy, latency, and cost tradeoffs to help teams pick the right approach. Microsoft: Copilot is for entertainment purposes only
#2AI Output Audit Trail and Accountability Layer6/10Middleware that sits between AI services and end users, logging all AI outputs with provenance tracking, confidence scoring, and automatic flagging of high-risk responses before they reach users.