The three characteristics that make a repetitive workflow a good fit for a Claude Code skill and MCP server, and how we applied the pattern…
Judge panels and step-by-step trajectory grading are the first evals most teams build. Three recent papers measured both against causal ground truth, and neither one…
How we built the MCP server behind our AI Assistant for our blog writing process: an ingestion pipeline, pgvector search, FastMCP tools and resources, and…
Not every AI solution needs to be a custom agent. How I built an MCP server and Claude Code plugin for our blog writing process…
Jev answers typed questions with probabilities instead of writing text. What TypeSafe’s System One model is, what it isn’t, and why that matters.
AI agents are everywhere in vendor pitches right now, but the word alone doesn’t tell you much. Here’s what an agent actually does differently from…
OpenAI is pulling its models from Cursor over a change of ownership, not a breach or a bill. We ran the exercise on ourselves: where…
How evaluation turns production traces into a feedback loop: building a labeled dataset, scaling human judgment with LLM-as-judge, and using trace-linked scores to debug, optimize,…
Observability is the capability to understand the internal state of a system purely from its outputs. Rather than instrumenting every internal component or requiring deep...
At one of our productized services for Ruby and Rails maintenance (FastRuby.io ), we spend a lot of time thinking making our processes maintainable, efficient,...
Anthropic says Claude’s output will carry a watermark and provenance metadata, worldwide. We tested what’s actually there today and take apart four claims about what…
Article 50’s transparency rules are already binding, EU-based or not. Here’s who’s in scope, what to disclose, and the SME penalty scale that actually applies….
I attended the South by Southwest EDU conference in Austin, Texas, for the first time this year and it was a great experience.
I...
You’re evaluating AI vendors for a company-wide rollout, and every conversation ends the same way: it’s safe, it’s anonymized, we have guardrails. We’ve watched this...
As artificial intelligence becomes increasingly integrated into business operations, organizations face a critical challenge: how to leverage the power of Large Language Models (LLMs)...
A Project Manager’s guide to WCAG 2.2 accessibility compliance: POUR principles, free audit tools, and AI-powered Claude Code skills for automated testing.
Be it for our own internal tooling or on our client’s projects, we’ve used a variety of package managers. When building our newest tool, we...
In 2023, Ciera Jaspan and Collin Green, as part of the Engineering Productivity Research Team at Google, published a paper titled Defining, Measuring, and...
Parallax was beginning to explore the use of artificial intelligence (AI) or machine learning (ML) to leverage the wealth of data on hand about...
Welcome to the third article in our Machine Learning with Ruby series!
In our previous article Machine Learning: An Introduction to CART Decision...
In our previous article Machine Learning: An Introduction to CART Decision Trees in Ruby , we covered CART decision trees and built a simple tree...
As a company that is open by default we take pride in sharing a lot of our content on social media. Social networks like Twitter...
As a company, we are committed to ensuring our client’s success and believe that maintaining strong relationships with the people who trust us with their...
Speaking at conferences can be a daunting task, and I am not here to deny that. But beyond that daunting task lies a bunch of...
At OmbuLabs, we recently had the opportunity to develop a Discord bot from scratch. We found the experience both rewarding and insightful, prompting us...
Configuring your Rails application can be tricky. How do you define secrets? How do you set different values for your local development and for production?...
When working with complex forms, it’s really easy to immediately start adding JavaScript to implement non-common behaviors. But there are some hidden gems in the...
Google Cloud Platform (GCP) can be a very good option for Airflow and, although it offers its own managed deployment of Airflow, Cloud Composer, managing...
