Updates and recent posts about Magika..

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Activity

@varbear added a new tool Arti , 4 months, 2 weeks ago.

Activity

@varbear added a new tool Tor , 4 months, 2 weeks ago.

News FAUN.dev() Team

@kala shared an update, 4 months, 2 weeks ago

FAUN.dev()

Gemini Deep Research Is Now Programmable Through a New API

#Gemini ... #Interac... #DeepSea... #financi... #automat...

The enhanced Gemini Deep Research agent is now available via API, enabling developers to integrate advanced research capabilities into applications, with the open-sourcing of DeepSearchQA for evaluating complex tasks.

Gemini Deep Research Is Now Programmable Through a New API

Activity

@kala added a new tool Vertex AI , 4 months, 2 weeks ago.

Activity

@kala added a new tool Gemini 3 , 4 months, 2 weeks ago.

News FAUN.dev() Team

@kala shared an update, 4 months, 2 weeks ago

FAUN.dev()

GitHub Copilot Adds GPT-5.2 With Long-Context and UI Generation

#GPT-5.2 #Copilot #GitHub ... #github #OpenAI

OpenAI unveils GPT-5.2 for GitHub Copilot, enhancing software engineering with improved long-context reasoning and UI generation, integrated with Microsoft Azure and NVIDIA.

GitHub Copilot Adds GPT-5.2 With Long-Context and UI Generation

News FAUN.dev() Team

@kala shared an update, 4 months, 2 weeks ago

FAUN.dev()

GPT-5.2 Quietly Beats Human Experts at Knowledge Work

#ChatGPT #Codex #API Pla... #GPT-5.2 #OpenAI

OpenAI releases GPT-5.2, enhancing professional tasks with improved speed and cost-effectiveness, now available for paid users in ChatGPT and via API.

OpenAI unveils GPT-5.2, the most advanced frontier model for professional work and long-running agents

Activity

@kala added a new tool GPT-5.2 , 4 months, 2 weeks ago.

Story

@laura_garcia shared a post, 4 months, 2 weeks ago

Software Developer, RELIANOID

RELIANOID at CII Delhi International Technology Summit 2025

16–17 December 2025 - New Delhi, India Our team continues a packed December schedule, and we’re excited to add another key event: the CII Delhi International Technology Summit 2025. Focused on “Accelerating the Techade”, this summit brings together industry, government, and research leaders to shape..

CII Delhi International Technology Summit relianoid

Link

@anjali shared a link, 4 months, 2 weeks ago

Customer Marketing Manager, Last9

OTel Updates: OpenTelemetry Proposes Changes to Stability, Releases, and Semantic Conventions

OpenTelemetry proposes stability changes: stable-by-default distributions, decoupled instrumentation, and epoch releases for production deployments.

Magika is an open-source file type identification engine developed by Google that uses machine learning instead of traditional signature-based heuristics. Unlike classic tools such as file, which rely on magic bytes and handcrafted rules, Magika analyzes file content holistically using a trained model to infer the true file type.

It is designed to be both highly accurate and extremely fast, capable of classifying files in milliseconds. Magika excels at detecting edge cases where file extensions are incorrect, intentionally spoofed, or absent altogether. This makes it particularly valuable for security scanning, malware analysis, digital forensics, and large-scale content ingestion pipelines.

Magika supports hundreds of file formats, including programming languages, configuration files, documents, archives, executables, media formats, and data files. It is available as a Python library, a CLI, and integrates cleanly into automated workflows. The project is maintained by Google and released under an open-source license, making it suitable for both enterprise and research use.

Magika is commonly used in scenarios such as:

- Secure file uploads and content validation
- Malware detection and sandboxing pipelines
- Code repository scanning
- Data lake ingestion and classification
- Digital forensics and incident response