Agent & ML Infrastructure

Prassanna
Ravishankar

Architecting infrastructure for the Agentic Web.
Synthesizing Systems, Intelligence, and the Poetic.

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The Signal

Latest Syntheses

Systems // Intelligence // Poetics

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Signal

Jan 2026

Agents Are Databases in Disguise

AI agents face the same challenges as databases and workflow engines. Here's why treating agent memory like a proper data system unlocks reliability.

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Signal

Dec 2025

The Death of Syntax: Why Code is Becoming the New Assembly

We are witnessing a phase transition in software engineering. Code is becoming a transient artifact, bytecode generated by AI compilers. The future belongs to Architects of Intent, not writers of loops.

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Signal

Nov 2025

Ambient AI: Building Torale from Complexity to Simplicity

The evolution from overengineered web scrapers to grounded search APIs, and what it takes to make information truly ambient. A technical journey through V1's failure, Gemini's unlock, and shipping a production monitoring platform.

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System

Sep 2025

doctether

A CLI to keep LLM-generated docs out of git while preserving their contextual location via symlinks

analyze_protocol()

System

Aug 2025

A2A Registry

A community-driven, open-source directory of AI agents using the A2A Protocol

analyze_protocol()

Signal

Jul 2025

Why Your ML Infrastructure Choices Create (or Kill) Momentum

How early architectural decisions create a flywheel effect that accelerates rather than hinders your path to production. Discover the Nimble Flywheel framework for scaling ML from prototype to production.

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Conversations

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The Signal & The Silence

Decoding the signals of tomorrow. From neural networks to philosophical voids.

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Agent & ML Infrastructure

Prassanna Ravishankar

Latest Syntheses

Agents Are Databases in Disguise

The Death of Syntax: Why Code is Becoming the New Assembly

Ambient AI: Building Torale from Complexity to Simplicity

doctether

A2A Registry

Why Your ML Infrastructure Choices Create (or Kill) Momentum

Conversations

The Signal & The Silence

Less Friction, More Vibe ✨

Wellness

SAAS isn't dead

Prassanna
Ravishankar