Arun Addagatla

Guides

Lamatic.AI: The Operating System for AI Agents

Aug 17, 2026

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6 min read

Lamatic.AI: The Operating System for AI Agents

Running an agent in production isn't an app problem - it's a runtime problem. Here's how Lamatic became the operating system that solves it.

Lamatic Labs, +1

Product Updates

We just made two external tools redundant.

Apr 29, 2026

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1 min read

We just made two external tools redundant.

Two new nodes this release. Doc Extractor brings LLM-powered document extraction natively into your flows. MSSQL brings direct database access into Studio. Plus a round of fixes that were affecting real workflows.

Lamatic Labs, +2

Product Updates

We went deep on reliability this week. Here's what changed.

Apr 21, 2026

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1 min read

We went deep on reliability this week. Here's what changed.

We found gaps in how token usage and costs were calculated, and deployments needed better structure at scale. This release closes both.

Lamatic Labs, +2

Research

Building AI Agents with Memory: Why LLMs Need External Storage

Mar 19, 2026

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19 min read

Building AI Agents with Memory: Why LLMs Need External Storage

LLMs forget by design. Here's how external memory make AI agents more personalized, consistent, and useful over time.

Arun Addagatla

Research

Why real AI systems need more than clever prompts?

Jan 15, 2026

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11 min read

Why real AI systems need more than clever prompts?

A complete guide to building reliable contextual Agentic Systems

Arun Addagatla

Community

Is AI still a Bubble about to Burst? Separating Hype from Reality

Jan 5, 2026

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10 min read

Is AI still a Bubble about to Burst? Separating Hype from Reality

An in-depth look at AI funding, failed pilots, market concentration, and why AI is still a long-term structural shift

Arun Addagatla

Research

Dec 28, 2025

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17 min read

AI in 2025 and What’s Next for 2026

How AI Evolved from Hype to Reality – And What It Means for Your Agentic Roadmap in 2026

Arun Addagatla

Research

Dec 23, 2025

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17 min read

Inside NVIDIA Nemotron 3

Hybrid MoE Models Built for Multi-Agent AI

Arun Addagatla

How-to

Dec 17, 2025

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7 min read

💡 Cut Token Costs with TOON

How TOON Outperforms JSON for AI Workflows

Arun Addagatla