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AI / ML Articles

Explore real-world engineering experiences from top tech companies.

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Trending Posts

#1
Pinterest logoPinterest

Making User-Sequence Data More Cost-Efficient, Faster, and Easier to Use

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The Hacker News logoThe Hacker News

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Hugging Face logoHugging Face

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CSS-Tricks logoCSS-Tricks

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Google Cloud logoGoogle Cloud

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OpenAI logoOpenAI
61 min read
AI•2026-03-23

Creating with Sora Safely

This post outlines the safety-first approach taken in building Sora 2 and the Sora app as a video generation model and social creation platform.

Safety
Databricks logoDatabricks
261 min read
AI•2026-03-20

coSTAR: How We Ship AI Agents at Databricks Fast, Without Breaking Things

This post introduces coSTAR, Databricks' methodology for reliably testing and iterating on AI agents using MLflow.

Mosaic Research
Databricks logoDatabricks
101 min read
AI•2026-03-20

From Legacy to Lakehouse: How Mazda Accelerated GenAI for Technical Service Operations

Mazda built a GenAI-powered service assistant on Databricks Lakehouse to help hotline agents diagnose vehicle issues faster and more accurately.

Industries
Manufacturing
Hugging Face logoHugging Face
01 min read
AI•2026-03-20

What's New in Mellea 0.4.0 + Granite Libraries Release

IBM Research releases Mellea 0.4.0 and three Granite Libraries for building structured, verifiable, and safety-aware AI workflows on IBM Granite models.

Grafana logoGrafana
08 min read
AI•2026-03-20

Observe your AI agents: End‑to‑end tracing with OpenLIT and Grafana Cloud

This post explains how to monitor AI agents end-to-end using the OpenLIT SDK and Grafana Cloud for distributed tracing, metrics, and cost visibility.

Grafana logoGrafana
09 min read
AI•2026-03-20

How to monitor LLMs in production with Grafana Cloud,OpenLIT, and OpenTelemetry

This post explains how to set up end-to-end observability for LLM applications in production using Grafana Cloud, OpenLIT SDK, and OpenTelemetry.

Cloudflare logoCloudflare
91 min read
AI•2026-03-19

Powering the agents: Workers AI now runs large models, starting with Kimi K2.5

Cloudflare's Workers AI now supports large frontier open-source models, launching with Moonshot AI's Kimi K2.5 to power agentic workloads on a unified platform.

Developer Platform
Developers
Workers AI
Cloudflare Workers
AI
Agents
Databricks logoDatabricks
91 min read
AI•2026-03-19

Introducing AI Runtime: Scalable, Serverless NVIDIA GPUs on Databricks for Training and Finetuning

Databricks announces the Public Preview of AI Runtime (AIR), a serverless training stack enabling on-demand distributed GPU training on NVIDIA A10s and H100s.

Announcements
AI
Pinterest logoPinterest
161 min read
AI•2026-03-19

Building an MCP Ecosystem at Pinterest

Pinterest describes how they built a production MCP (Model Context Protocol) ecosystem to enable AI agents to safely automate engineering tasks.

engineering-culture
pinterest
infrastructure
ai
engineering
OpenAI logoOpenAI
81 min read
AI•2026-03-19

How we monitor internal coding agents for misalignment

OpenAI explains how it monitors internal coding agents for misalignment using chain-of-thought analysis.

Safety
Grab logoGrab
1117 min read
AI•2026-03-19

From firefighting to building: How AI agents restored our team’s core productivity

Grab's Analytics Data Warehouse team describes how they deployed a multi-agent AI system to reclaim 40% of engineering time spent on repetitive data support tasks.

AI
Analytics
Database
Automation
Engineering
OpenAI logoOpenAI
61 min read
AI•2026-03-19

OpenAI to acquire Astral

OpenAI is acquiring Astral to accelerate Codex growth and advance the next generation of Python developer tools.

Company