Gavriel Amati

LangGraph vs. Atomic Agents: Graph Orchestration vs. Modular Control

The landscape of AI development shifted dramatically in 2024. Developers moved away from simple, linear chains toward complex, autonomous workflows capable of iterative reasoning. As the demand for "agentic" AI grows, two distinct paradigms have emerged to handle the complexity: LangGraph and Atomic Agents. LangGraph, developed by the

Google Antigravity: First Impressions of the Agent-First IDE

Launched on November 18, 2025, alongside the powerful Gemini 3 model, Antigravity represents a massive shift in developer workflows. It is a standalone IDE designed to let developers operate as architects while AI agents handle the construction. After exploring the public preview, the verdict is clear: Antigravity offers a powerful

Product Manager Levels LLM Competency: The New Rules of AI Product Management

Product Manager Levels LLM Competency: The New Rules of AI Product Management Today, over 92% of Fortune 500 firms use OpenAI products, marking one of the fastest enterprise technology adoptions in history. This seismic shift demands a fundamental rethinking of how we build, deploy, and manage products in the age

Mastering AI Prompt Mini-Frameworks

Prompt engineering has evolved from a niche "hot job" to a core competency similar to using a spreadsheet, essential for everyone. What once required specialized knowledge has become as fundamental to modern work as email or document editing. Mini-frameworks are structured logic blocks that break prompts into components

System Prompts and AI Tools: Key Takeaways and Insight

In 2023, a simple prompt injection exposed Microsoft's Bing Chat internal instructions, code-named "Sydney", revealing the hidden blueprint controlling AI behavior. It was a watershed moment that pulled back the curtain on the invisible architecture shaping every AI interaction we have. System prompts are the predefined

AI Contextual Governance & Strategic Visibility: From Black Box to Glass House

Over 90% of security leaders admit to blind spots in their AI systems, a dangerous gap as artificial intelligence becomes the backbone of critical decisions in healthcare, finance, hiring, and operations. What was once a "nice to have" technology is now making life-altering choices: diagnosing diseases, approving loans,

Leading AI Visibility Optimization Platforms for LLM's Observability

As organizations deploy LLMs at scale, a critical question emerges: How do you monitor a system that's probabilistic, opaque, and capable of generating millions of unpredictable responses? The answer lies in a new generation of AI observability platforms. Traditional logging doesn’t cut it for LLMs, teams need

Building Agentic AI Applications with a Problem-First Approach: Our Take

90% of agentic AI projects fail, but the 10% that succeed share one critical trait: they start by solving a real problem, not showcasing fancy technology. The agentic AI market is on fire, projected to explode from $4.3 billion today to over $100 billion by 2034. Yet Gartner warns

AI Agents in Military Use: integrating LLMs and Autonomous Systems on the Frontline

When Vladimir Putin declared in 2017 that "whoever leads in AI will dominate the world," he predicted future wars would be fought by autonomous drones rather than human soldiers. That prediction has become reality with a chilling speed. In Ukraine today, drones now cause 70-80% of battlefield casualties,

LangGraph vs. Atomic Agents: Graph Orchestration vs. Modular Control

Google Antigravity: First Impressions of the Agent-First IDE

Product Manager Levels LLM Competency: The New Rules of AI Product Management

Mastering AI Prompt Mini-Frameworks

System Prompts and AI Tools: Key Takeaways and Insight

AI Contextual Governance & Strategic Visibility: From Black Box to Glass House

Leading AI Visibility Optimization Platforms for LLM's Observability

Building Agentic AI Applications with a Problem-First Approach: Our Take

AI Agents in Military Use: integrating LLMs and Autonomous Systems on the Frontline

The first platform built for prompt engineering

Usage

Company

Follow Us