Watch on demand: Give Agents Context for Evals & ProductionWatch: Context for Reliable Agents

The Chalkboard

Product updates, insights, and behind-the-scenes explorations from the team — all on the Chalk blog.

Run and route AI workloads in your own cloud with Chalk Model Gateway

Product

October 7, 2026

Run and route AI workloads in your own cloud with Chalk Model Gateway

by Sai Atmakuri

Chalk Model Gateway is an OpenAI-compatible model gateway that runs inside your existing Chalk deployment, in your own cloud. Fallbacks, budgets, rate limits, judge-based routing and tracing, with your provider keys and your model traffic never leaving your environment. No third-party gateway in the path, and no second service for your team to operate.

How Grid uses Chalk to accelerate model training and create continuous improvement

Customer Stories

October 9, 2026

Grid trains models with Chalk

Shelly Liu, Julianne Fong

News

October 5, 2026

What Agent Teams Asked at AIC26

Sam Colt

How Chalk Uses Chalk | A Working Memory for Our GTM

Engineering

October 1, 2026

A Working Memory for Our GTM

Ian Schwam

Making it easy to interface with Chalk’s query engine, with Chalk SQL and Chalk Dataframe

Engineering

September 29, 2026

Making it easy to interface with Chalk’s query engine, with Chalk SQL and Chalk Dataframe

Bill Qin, Chase Haddleton

Engineering

September 24, 2026

We built an agent to fix our lunches

Rishi Kundargi

Introducing Chalk Notebooks: where your ML agent does its work

Product

September 22, 2026

Introducing Chalk Notebooks

Stephen Yigit-Elliot

Introducing Chalk MCP Server and Chalk Assistant: Run Agentic Machine Learning on Chalk

Product

September 11, 2026

Introducing Chalk MCP Server and Chalk Assistant

Julianne Fong

Product

September 10, 2026

What is Agentic Machine Learning?

Alexandra Kane

Engineering

September 5, 2026

Context Has a Timestamp

Rishi Kundargi

Product

August 28, 2026

What is a Context Engine?

Fahim Zaman

Engineering

July 13, 2026

What is a Feature Store?

Samuel Mignot

Customer Stories

June 25, 2026

Build or Buy? Why Melio Picked Chalk

Sam Colt

News

June 8, 2026

What Snowflake Summit Was Really About

Marc Freed-Finnegan

Introducing Chalk Compute: Time-Traveling Agent Sandboxes in Your Cloud

News

June 1, 2026

Introducing Chalk Compute: Time-Traveling Agent Sandboxes in Your Cloud

Andrew Moreland

News

May 5, 2026

Welcome Home, West Coast

Sam Colt

Chalk's Spring Fling: Where to Find Us This Season

News

April 28, 2026

Chalk's Spring Fling: Where to Find Us This Season

Alexandra Kane

What Is Data Drift in Machine Learning (and How to Detect It)

Engineering

April 9, 2026

What Is Data Drift in Machine Learning (and How to Detect It)

Rishi Kundargi

Why Your Feature Store Has a Freshness Ceiling

Product

March 5, 2026

Feature Store Freshness

Dani Lang - Director of Product Marketing

Dani Lang, Linda Zhou

How Turo Built a Self-Serve ML Feature Platform for Search and Pricing With Chalk

Customer Stories

February 23, 2026

Turo Customer Story

Dani Lang

Product

February 9, 2026

Quarterly Product Update: Winter

Dani Lang

7 Common MLOps Challenges (and How to Solve Them)

Product

January 5, 2026

7 Common MLOps Challenges

Linda Zhou

Medely staffs critical healthcare in real-time with Chalk

Customer Stories

December 11, 2025

Medely Customer Story

Linda Zhou

Product

November 10, 2025

Quarterly Product Update: Fall

Dani Lang

Powering Reliable, Explainable Data for Credit Decisioning at iwoca with Chalk

Customer Stories

October 30, 2025

iwoca Customer Story

Dani Lang

Chalk Named to Fast Company's Next Big Things in Tech 2025

News

October 17, 2025

Fast Company Next Big Things in Tech

Linda Zhou

Deploy where your data lives: Why Chalk runs in your cloud

Product

October 1, 2025

Why Chalk runs in your cloud

Dani Lang

Product

September 10, 2025

Chalk for Data Scientists

Linda Zhou, Elvis Kahoro

MoneyLion delivers AI-powered personal finance products with Chalk

Customer Stories

September 8, 2025

Moneylion Customer Story

Dani Lang

News

September 8, 2025

CEO Marc on The Information TV

Linda Zhou

News

August 29, 2025

Chalk on TWiST500

Linda Zhou

Product

August 20, 2025

Chalk for Data Engineers

Linda Zhou

How Chalk fuels Whatnot’s live shopping platform

Customer Stories

August 18, 2025

Whatnot Customer Story

Dani Lang

Product

August 7, 2025

Quarterly Product Update: Summer

Dani Lang

Product

July 14, 2025

Feature store vs. Feature engine

Linda Zhou

Mission Lane’s Source of Truth for Credit Decisioning with Chalk

Customer Stories

July 10, 2025

Mission Lane Customer Story

Dani Lang

Product

June 27, 2025

Chalk for AI Engineers

Linda Zhou, Elvis Kahoro

What is MLOps? Definition, Challenges, and Best Practices

Product

June 10, 2025

What is MLOps?

Linda Zhou

What Data Council 2025 taught us about the future of data

Engineering

June 4, 2025

Data Council 2025

Elvis Kahoro

Which LLM Wins at Nolan Trivia? Chalk’s Prompt Evaluation in Production

Engineering

June 2, 2025

Which LLM Wins at Nolan Trivia?

Sai Atmakuri

Chalk Raises $50M Series A to Power AI Inference

News

May 28, 2025

$50M Series A to Power AI Inference

Marc Freed-Finnegan

Product

April 28, 2025

Quarterly Product Update: Spring

Dani Lang

Accelerating Real-Time ML with Symbolic Python Interpreter

Engineering

April 1, 2025

Symbolic Python Interpreter

Nathan Fenner

How Apartment List uses Chalk to power personalized apartment recommendations

Customer Stories

March 20, 2025

Apartment List Customer Story

Dani Lang

Verisoul stops fake accounts with Chalk’s real‑time feature platform

Customer Stories

February 25, 2025

Verisoul Customer Story

Dani Lang

Product

December 13, 2024