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Understanding the Layers of AI Observability in the Age of LLMs

Understanding the Layers of AI Observability in the Age of LLMs

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

BMW Aims To Double MINI Sales In India With 10 New Models By 2026

BMW Aims To Double MINI Sales In India With 10 New Models By 2026

REDMI Pad 2 Pro 5G Review

REDMI Pad 2 Pro 5G Review

Framework increases Desktop prices by up to $460 due to RAM crisis

Framework increases Desktop prices by up to $460 due to RAM crisis

OPPO Pad 5 launched in India at ₹26,999 featuring 12.1-inch 2.8K display, Dimensity 7300-Ultra, 10050mAh battery, 5G support, and more

OPPO Pad 5 launched in India at ₹26,999 featuring 12.1-inch 2.8K display, Dimensity 7300-Ultra, 10050mAh battery, 5G support, and more

Tesla brings Model Y pop-up experience to Bengaluru with test drives from 15th January

Tesla brings Model Y pop-up experience to Bengaluru with test drives from 15th January

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Month: December 2025

What to expect when tech’s biggest conference starts on January 4

What to expect when tech’s biggest conference starts on January 4

[ad_1] The new year is upon us, and that means CES 2026 is imminent. The biggest tech trade show of...

December 31, 2025
January’s PS Plus Monthly Games include Need for Speed Unbound and Disney Epic Mickey: Rebrushed

January’s PS Plus Monthly Games include Need for Speed Unbound and Disney Epic Mickey: Rebrushed

[ad_1] Sony of PlayStation Plus Monthly Games for 2026. There are three titles to play this month, all of which...

December 31, 2025
AI is so ubiquitous ‘it will be more practical to fingerprint real media than fake media’

AI is so ubiquitous ‘it will be more practical to fingerprint real media than fake media’

[ad_1] It's no secret that AI-generated content took over our social media feeds in 2025. Now, Instagram's top exec Adam...

December 31, 2025
How to watch Samsung’s “First Look” CES 2026 presentation

How to watch Samsung’s “First Look” CES 2026 presentation

[ad_1] Samsung is arguably the 800-pound gorilla of CES, with a full spectrum of products that range from phones and...

December 31, 2025
How to watch the Sony Honda Afeela CES 2026 press conference

How to watch the Sony Honda Afeela CES 2026 press conference

[ad_1] Sony's CES 2026 press conference is just days away, but this year has a twist: Instead of an overview...

December 31, 2025
How Cloudflare’s tokio-quiche Makes QUIC and HTTP/3 a First Class Citizen in Rust Backends

How Cloudflare’s tokio-quiche Makes QUIC and HTTP/3 a First Class Citizen in Rust Backends

[ad_1] Cloudflare has open sourced tokio-quiche, an asynchronous QUIC and HTTP/3 Rust library that wraps its battle tested quiche implementation...

December 31, 2025
How to watch the LG press conference at CES 2026

How to watch the LG press conference at CES 2026

[ad_1] For years, LG has kicked off CES press day with the first event of the morning — and 2026...

December 31, 2025
How to watch the first-ever Lego CES 2026 press conference live

How to watch the first-ever Lego CES 2026 press conference live

[ad_1] The Lego Group is hosting its first-ever press conference at – but what the company is going to announce...

December 31, 2025
How to Design Transactional Agentic AI Systems with LangGraph Using Two-Phase Commit, Human Interrupts, and Safe Rollbacks

How to Design Transactional Agentic AI Systems with LangGraph Using Two-Phase Commit, Human Interrupts, and Safe Rollbacks

[ad_1] In this tutorial, we implement an agentic AI pattern using LangGraph that treats reasoning and action as a transactional...

December 31, 2025
How to use a VPN

How to use a VPN

[ad_1] Chances are that if a VPN is marketed to everyday users, it more or less runs itself. As long...

December 31, 2025

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Latest Posts

  • Understanding the Layers of AI Observability in the Age of LLMs
  • Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work
  • How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak
  • Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand
  • Tata Sierra Diesel Variants Draw Majority Of Early Bookings
Understanding the Layers of AI Observability in the Age of LLMs
AI

Understanding the Layers of AI Observability in the Age of LLMs

Posted on January 13, 2026 by prakhar@affmantra.com

Artificial intelligence (AI) observability refers to the ability to understand, monitor, and evaluat…

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work
AI

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work

Posted on January 13, 2026 by prakhar@affmantra.com

Anthropic has released Cowork, a new feature that runs agentic workflows on local files for non codi…

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak
AI

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak

Posted on January 13, 2026 by prakhar@affmantra.com

In this tutorial, we build an advanced, multi-turn crescendo-style red-teaming harness using Garak t…

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand
Automobile

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

Posted on January 13, 2026 by prakhar@affmantra.com

GST cuts lift hatchback demand, but long-term segment revival remains uncertain Hatchback sales in I…

Tata Sierra Diesel Variants Draw Majority Of Early Bookings
Automobile

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

Posted on January 13, 2026 by prakhar@affmantra.com

Diesel trims lead Sierra bookings, driven by wider variant spread and pricing About one month after …

BMW Aims To Double MINI Sales In India With 10 New Models By 2026
Automobile

BMW Aims To Double MINI Sales In India With 10 New Models By 2026

Posted on January 13, 2026 by prakhar@affmantra.com

BMW plans to double MINI India sales with 10-model offensive in 2026 BMW Group India is preparing fo…

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