Multigrid

Building Multigrid — one API and one balance across every major model provider, with routing, failover and cost telemetry. I write about inference: what it costs, why it breaks, how to measure it.

Joined on Jul 18, 2026 https://multigrid.ai

Work

Building Multigrid (multigrid.ai)

Multigrid

Aug 13

Article 22's “Meaningful Human Involvement” Threshold

#ai #llm #machinelearning #programming

6 min read

Want to connect with Multigrid?

Create an account to connect with Multigrid. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

Multigrid

Aug 13

The Exemptions to GDPR's Automated Decision-Making Ban

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

GDPR Fines for AI Processing: the Notable Ones, Dated

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Can You Get “Your Data” Out of a Trained Model? Article 15 Access Requests

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 13

Setting a Budget Alert for Vertex AI Spend

#ai #tutorial #llm #machinelearning

5 min read

Multigrid

Aug 13

Reading a GCP Billing Export to Find Vertex AI Spend by SKU

#ai #tutorial #llm #machinelearning

6 min read

Multigrid

Aug 13

Imbalanced Classification With Gradient Boosting: Weighting or Resampling

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 13

What Running Gradient Boosting Predictions at Batch Scale Costs

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Hugging Face 403 When Downloading a Gated Model

#ai #debugging #llm #machinelearning

5 min read

Multigrid

Aug 13

Fuzzy Snapshot Matching for Non-Deterministic Text

#ai #llm #machinelearning #programming

4 min read

Multigrid

Aug 13

Fuzzing a JSON Schema to Find Where Structured Output Breaks

#ai #tutorial #llm #machinelearning

5 min read

Multigrid

Aug 13

What "Function Calling" Meant Before "Tool Calling", and What Changed

#ai #debugging #llm #machinelearning

6 min read

Multigrid

Aug 13

Fixing "function_call is deprecated, use tool_calls"

#ai #debugging #llm #machinelearning

5 min read

Multigrid

Aug 13

Function-Level and File-Level Code Embeddings: What Each One Retrieves

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

What a Full Regression Suite Costs to Run on Every Commit

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

FTC v Rite Aid: What the Facial Recognition Order Requires

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

The FTC's AI-Washing Theory Under Section 5

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 13

FTC Rules on AI-Generated Endorsements and Testimonials

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Detecting a Frozen or Static Video Feed Automatically

#ai #debugging #llm #machinelearning

7 min read

Multigrid

Aug 13

Gendered Nouns in French AI-Generated Text

#ai #debugging #llm #machinelearning

5 min read

Multigrid

Aug 13

Stripping French Accents for Search Without Losing Meaning

#ai #tutorial #llm #machinelearning

5 min read

Multigrid

Aug 13

Extracting Line Items From a Freight Rate Confirmation

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 13

Moving a Project Off a Free Tier Without an Outage

#ai #tutorial #llm #machinelearning

5 min read

Multigrid

Aug 13

Detecting Fraud Rings With Graph Analysis

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Extracting Terms From a Franchise Disclosure Document

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 13

Quantifying the Memory You Save Going From FP16 to Q4

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 13

What a Migration Does to a Prompt's Formatting Consistency Score

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Why a Forgotten SageMaker Endpoint Is a Common Surprise Bill

#ai #debugging #llm #machinelearning

5 min read

Multigrid

Aug 13

What Forecasting 10,000 SKUs a Night Actually Costs

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Forecasting at Different Time Granularities: Hourly, Daily, Weekly

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Extracting Force Majeure Trigger Events From a Contract Clause

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Forcing a Model to Always Respond in One Language

#ai #debugging #llm #machinelearning

5 min read

Multigrid

Aug 13

Extracting Ingredient Lists From a Food Product Label

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 13

Extracting Structured Fields From a Flight Itinerary Beyond Calendar Events

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Getting Flemish Vocabulary Instead of Netherlands Dutch From AI

#ai #llm #machinelearning #programming

4 min read

Multigrid

Aug 12

Fleet Telematics Anomaly Detection

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Telling a Flaky Test Apart From a Real Regression

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

A Dashboard for Tracking Flaky Prompt Tests Over Time

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

A Flakiness Score for Ranking Which Prompt Tests to Fix First

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Fixture Design for Recorded Tool-Calling Conversations

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Formatting Fiscal Year Dates Correctly by Country

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

FINRA Guidance on AI Use by Broker-Dealers

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 12

Mapping Finish Reason Values Between APIs

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

What a Fine-Tune's Evaluation Metrics Mean on a New Base Model

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 12

What a Fine-Tune's Data Format Requirements Are Across Providers

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Migrating Fine-Tuned Model Access Control Between Providers

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Auditing a Codebase for Every Place a Model Name Is Hardcoded

#ai #tutorial #llm #machinelearning

7 min read

Multigrid

Aug 12

Few-Shot Image Classification: Learning a New Category From Five Photos

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Migrating Few-Shot Examples From JSON to Markdown or Back

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 12

Writing Few-Shot Examples in the Target Language

#ai #tutorial #llm #machinelearning

5 min read

Multigrid

Aug 12

Few-Shot Examples Stop Working After Switching Models

#ai #debugging #llm #machinelearning

6 min read

Multigrid

Aug 12

What FERPA's School Official Exception Covers for an AI Vendor

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 12

Federal Reserve Guidance on Generative AI in Banking

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Numeric Feature Scaling: Standardisation, Normalisation and When Each Distorts a Distribution

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 12

Ranking Features by Predictive Power Without Training a Model

#ai #llm #machinelearning #programming

5 min read

Multigrid

Aug 12

Feature Parity Gaps Between Providers, and How to Shim Them

#ai #llm #machinelearning #programming

7 min read

Multigrid

Aug 12

Feature-Flagging a Prompt Change So Rollback Is Instant

#ai #tutorial #llm #machinelearning

5 min read

Multigrid

Aug 12

What Happens to a Feature Flag Gating a Model Version When It's Deprecated

#ai #debugging #llm #machinelearning

5 min read

Multigrid

Aug 12

The FDA's Predetermined Change Control Plan for AI/ML Devices

#ai #llm #machinelearning #programming

6 min read

Multigrid

Aug 12

The FDA's AI/ML SaMD Action Plan: What It Committed To

#ai #llm #machinelearning #programming

5 min read

Writing Debut

Want to connect with Multigrid?