Umami Analytics now supports the Model Context Protocol (MCP), allowing AI agents to query website analytics through natural language instead of accessing dashboards directly. The read-only connection uses Umami Cloud API and requires an API key for authentication, compatible with MCP-enabled AI clients like Claude Desktop and Cursor.
Wattai.dev is a free decision intelligence model that scores text against multiple options and returns calibrated probabilities. It runs locally (726 MB download) or via a hosted API with 1,000 free daily calls, outperforming TypeSafe Jev on CLINC150 benchmarks (96.3% vs 87%).
A native MySQL plugin that filters rows using natural-language conditions powered by TypeSafe Jev. It enables semantic text comparison through functions like AILIKE, allowing queries to match rows based on meaning rather than exact phrases. The preview release requires a TypeSafe API key and sends evaluated values to TypeSafe for processing.
Clawptcha is a reverse CAPTCHA system designed to be solved by bots and AI agents rather than humans. It provides integration libraries for Node.js, Python, and curl, with challenges based on factoring products. Websites can embed the widget with simple code snippets.
A developer discovered that SELECT * queries caused performance issues after a LONGTEXT column was added to a table, fetching 500KB-5MB of unnecessary data per request. The problem was especially severe for a user on a VPN, where the larger API response traveled over a worse network path, causing 3-4 second page load delays.
A2E AI is an all-in-one video generation platform on Textideo that converts text prompts, images, and AI avatars into professional videos with multilingual lip-sync and voice cloning across 50+ languages. It enables creators, marketers, educators, and developers to produce content without professional editing skills or filming.
A free, serverless meme generator built on Cloudflare Workers offering an in-browser editor for 450+ templates and a URL-based API for rendering memes on demand. Features include draggable text boxes, custom layers, undo/redo, PNG/JPG/GIF export, SEO-optimized template pages, and progressive web app capabilities with offline support.
ENZO is an open-source, self-hosted AI platform that lets users chat with 300+ models, build agents, and run code locally using their own API keys with no accounts or subscriptions required. Installation is simple via Docker, and keys are encrypted in the browser; the platform also offers free deployment via Google Colab with Cloudflare tunnel access.
Claudecookie is a browser-based tool that converts cookies between formats (Netscape, JSON, Cookie-Editor, Puppeteer, HTTP headers) without sending data externally. It also provides credential checking and minting features, with a public API for programmatic access.
This tutorial teaches how to build a Python conversation engine that demonstrates how LLMs simulate memory by resending the full conversation history with each message. Readers create a terminal-based chat script using the Anthropic API that maintains a growing messages array, making the model appear to remember earlier exchanges when it actually just receives the complete context fresh each time.
The author built a static e-paper display using an ESP32-based LILYGO T5 module to show weather, news from Hacker News, air quality, astronomical events, and other personal data. They iterated through UI designs with Claude's help, settling on a 2x3 grid layout with an HTTP server backend in Clojure that aggregates data from external APIs and serves it as JSON to the device.
An analysis of Jev's architecture based on API probing reveals it uses a causal transformer with sparse MoE to replace text-based confidence claims with decision probabilities read directly from internal representations, enabling parallel outputs for classification tasks without generating text. The system addresses reliability and computational efficiency issues common in existing LLM-based fraud screening and moderation systems.
Kubernetes Changed Block Tracking API moved from Alpha to Beta with the March 2026 v1.0.0 release of external-snapshot-metadata. The main change is the promotion of SnapshotMetadataService CRD from v1alpha1 to v1beta1, requiring users to re-apply CRD definitions and update manifests accordingly. The feature enables CSI drivers to track changed blocks in storage volumes, with focus now on wider adoption and operational feedback before GA.
Cisco Identity Services Engine contains an authentication bypass vulnerability in an API endpoint that allows unauthenticated remote attackers to gain unauthorized access to the web-based management interface and potentially execute commands with root privileges. Cisco has released software updates to address the flaw, and administrators should review access logs for suspicious activity and apply patches immediately.
CrypLLM is an AI chat interface for CrypTool 2 that enables users to inspect, build, and edit cryptographic workspaces using OpenAI or compatible APIs. It supports configurable permissions, workspace screenshots, context compression, and Undo/Redo integration, with localization in English and German.
Researchers demonstrate that dishonest LLM service providers can manipulate token generation to inflate user costs while maintaining task quality. They identify five attack methods and develop a lightweight black-box audit technique achieving 85.1% detection rates, flagging 7 of 15 tested API services for suspicious behavior.
A developer created a tool to extract and manage comments from Google Sheets, addressing the lack of built-in functionality for handling comment threads at scale. The tool uses the .xlsx export format to capture comment metadata including cell location, author, and timestamp, and is available on GitHub and Google Workspace Marketplace.
An unofficial community Java SDK for TypeSafe AI's System One API, providing a typesafe client with sync/async support, automatic retries, and sealed question/answer hierarchies. Requires Java 21+, uses Jackson for JSON, and includes client-side validation before network calls.
TypeSafe AI released Jev, a specialized model that answers typed questions in parallel without generating text, sparking rapid adoption in browser agents, trading, and robotics. Unlike general-purpose LLMs, Jev provides calibrated probabilities and schema-constrained outputs, representing a shift toward specialized decision primitives optimized for specific tasks rather than conversational AI.
StopReg is an email validation API that detects disposable and fraudulent email addresses to prevent signup abuse. It offers real-time validation through two endpoints (full email or domain-only), checks for disposable emails, role-based addresses, public providers, and MX records, with tiered pricing plans from 60,000 to 2.8 million monthly requests.