11 min read

From Months to Minutes: Rebuilding Our AI Infrastructure for Scale

WRITER engineers share a deep dive into rebuilding AI infrastructure for scale. Learn how they slashed model integration time from months to minutes. The piece details how a new LLM Gateway replaces hard-coded integrations with a dynamic, self-service platform. Engineers can now add models in seconds, configure guardrails instantly, and track every request with full visibility. Learn how infrastructure was reimagined to serve thousands of agents across hundreds of companies, enabling flexible model choice, real-time supervision, and instant credential rotation—all without downtime.

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Writer Team

6 min read

The living brain of the enterprise

Matan-Paul Shetrit

7 min read

The orchestration graph

Matan-Paul Shetrit

6 min read

Say hello to Action Agent

Waseem Alshikh

Waseem AlShikh

6 min read

Everyone is a manager now

Matan-Paul Shetrit

14 min read

Model Context Protocol (MCP) security

Muayad Ali, Director of Engineering

10 min read

The incentives of model innovation

Waseem Alshikh

Waseem AlShikh

10 min read

A breakdown of LLM agent types

Waseem Alshikh

Waseem AlShikh

6 min read

Introducing self-evolving models

Waseem Alshikh

Waseem AlShikh

21 min read

Vector database vs. graph database

Ksenia-Anske

Ksenia Anske

11 min read

RAG vector database explained

Ksenia-Anske

Ksenia Anske

4 min read

Introducing Writing in the Margins

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Writer Team

6 min read

Introducing Writer AI Studio

Sam Julien

Sam Julien

10 min read

Q&A with Knowledge Graphs

Waseem Alshikh

Waseem AlShikh

10 min read

Insights from LLM Control Theory

Waseem Alshikh

Waseem AlShikh

10 min read

Why we chose DPO over RHLF

Waseem Alshikh

Waseem AlShikh

10 min read

LLMs: Skills, behaviors, and knowledge

Waseem Alshikh

Waseem AlShikh