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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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Day: January 13, 2026

Understanding the Layers of AI Observability in the Age of LLMs

Understanding the Layers of AI Observability in the Age of LLMs

[ad_1] Artificial intelligence (AI) observability refers to the ability to understand, monitor, and evaluate AI systems by tracking their unique...

January 13, 2026
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

[ad_1] Anthropic has released Cowork, a new feature that runs agentic workflows on local files for non coding tasks currently...

January 13, 2026
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

[ad_1] In this tutorial, we build an advanced, multi-turn crescendo-style red-teaming harness using Garak to evaluate how large language models...

January 13, 2026
Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

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

[ad_1] GST cuts lift hatchback demand, but long-term segment revival remains uncertain Hatchback sales in India have shown signs of...

January 13, 2026
Tata Sierra Diesel Variants Draw Majority Of Early Bookings

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

[ad_1] Diesel trims lead Sierra bookings, driven by wider variant spread and pricing About one month after Tata Motors opened...

January 13, 2026
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

[ad_1] BMW plans to double MINI India sales with 10-model offensive in 2026 BMW Group India is preparing for an...

January 13, 2026
REDMI Pad 2 Pro 5G Review

REDMI Pad 2 Pro 5G Review

[ad_1] Xiaomi has started 2026 by expanding its tablet portfolio with the REDMI Pad 2 Pro 5G, launched alongside the...

January 13, 2026
Framework increases Desktop prices by up to $460 due to RAM crisis

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

[ad_1] Computer brand Framework has hiked the prices on RAM for its Desktop systems and Mainframes in response to rising...

January 13, 2026
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

[ad_1] OPPO India has introduced the OPPO Pad 5 5G Android tablet in India tailored for productivity and entertainment users,...

January 13, 2026
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

[ad_1] Tesla has announced its first presence in Bengaluru, setting up a pop-up experience that will run from January 15th...

January 13, 2026

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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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