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Dragon Vector Honeypot is a polyglot deception honeypot that lures attackers.

It classifies each probe on landing, assesses threat, and isolates hostile sources in real time. GitHub

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TERMINAL is promoted as the largest library of free education in one Telegram channel.

It says the channel collects courses, books, useful tools, and practice trainers for developers.

It also lists SQL, Python, ML, Frontend, PHP, C++, Go, Git, Linux, QA, Java, Vibe-coding, and InfoSec.

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Whisperbot is a Telegram bot for transcribing voice messages with the Whisper speech recognition model.

GitHub

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FireRedVAD is an industrial-grade voice activity and audio event detection system.

It supports more than 100 languages. GitHub

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ShadowBroker is described as a decentralized intelligence platform that collects real-time OSINT telemetry from 60+ sources into a single interface for “dark operations” (post).

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GitX is a portable AI-agent skill for clean Git commits, tagged branches, and safe push files.

GitX works across Codex, Claude Code, Cursor, and other skill-compatible agents.

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Logocreator is an open-source logo generator available on GitHub.

It lets users build a logo like a constructor by choosing the needed parts and adjusting styles.

The project is published under the Nutlope account and is presented as a tool for assembling and customizing logo elements.

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Text-extract-API converts images, PDFs and Office files into Markdown text or structured JSON.

The project, published on GitHub as CatchTheTornado/text-extract-api, is positioned as a document extraction API with support for tables, numbers and mathematical formulas. It is built on FastAPI, uses Celery for asynchronous job processing, and relies on Redis to cache OCR results.

The repository says the service is aimed at high-accuracy text extraction from scanned or digital documents. The output can be returned either as Markdown or as a structured JSON document, depending on the input and use case.

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Appwrite is an open-source backend server for application development.

The platform lets teams store app data, handle user authentication, and work through a unified API. It is available on GitHub under the Appwrite project.

The software is positioned as a backend layer for apps that need managed data storage and auth without building those services from scratch.

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Athas launched as a lightweight cross-platform code editor built on Tauri with Rust and React.

The editor supports Git integration, AI agents and Vim keybindings. It is positioned as a desktop tool that runs across platforms while keeping a small footprint.

The project is available on GitHub under the Athas name.

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Scanopy replaces manual network diagrams with a continuously maintained model of what is actually running.

One daemon scans on a schedule and builds 4 views from each scan: L2 (physical), L3 (logical), workloads, and applications.

Unlike draw.io diagrams or IaC state that miss drift and out-of-band resources, Scanopy reflects current infrastructure state and exports to SVG, Mermaid, or Confluence, embeds live maps, or feeds the model into an existing source of truth.

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Database Lab Engine supports database branching and thin cloning for PostgreSQL.

The open-source project on GitHub is designed for any Postgres database. It also supports database testing in CI/CD pipelines, giving teams isolated database copies without full duplication.

The stated goal is to cut database-related costs while improving software delivery speed and test quality. The project is published as postgres-ai/[database-lab-engine](https://github.com/postgres-ai/database-lab-engine) on GitHub.

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Aifreeforever lists hundreds of free AI services across text, image, audio and developer tasks on one online platform.

The catalog is split into categories and includes filters to speed up searches for specific tools. The site says all listed services are available without payment, aimed at users working with content, code or one-off task needs. It presents itself as a directory for finding free AI options in one place rather than a single app or model.

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GitLogue is a Git replay tool for the terminal that turns your repository history into a live, animated story.

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Robin is an AI-powered OSINT tool for dark web investigations: it uses an LLM to refine queries, filter dark web search results, and generate an investigation summary.

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SecureML is an open-source Python library for keeping AI agents compliant when they handle sensitive data.

It integrates with machine learning frameworks such as TensorFlow and PyTorch, and gives developers easy-to-use utilities to meet data protection requirements.

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Morning Digest

Mysti — VS Code pairs Claude Code with OpenAI Codex for brainstorming and solutions

AMP — Sourcegraph-backed coding assistant analyzes entire projects as one shared context

JetKVM — Open KVM-over-IP hardware targets efficient remote control of computers

Mcp-scanner — Python tool from Cisco AI Defense scans MCP servers for security findings

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API testing moves into the terminal: Resterm is a keyboard-driven API client that runs locally.

Requests are regular files that can be diffed, tested and versioned like code. Everything stays on the user's machine.

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AMP is an AI coding assistant that analyzes an entire project as one context, helping developers find relevant code, explain logic, generate snippets, refactor, and fix bugs.

It integrates with IDEs and the Sourcegraph ecosystem, making it especially useful for large repositories where structure and dependencies need to be understood quickly. Link

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