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The AI software factory era: A five-part video series
Marek Poliks, Head of AI at LaunchDarkly, and Mirco Hering, Managing Director of AI Delivery at Accenture, discuss what it takes to automate the SDLC.
Betsy Sallee
You can't control what you can't see
What LaunchDarkly showed live on the Control Panel: how to see what's happening in production, act on it in real time, and test on data you already trust.
Stories from the Factory Floor: My own private software factory
Four agents, one Jira board, and a week’s worth of bugs nobody had noticed.
Product Updates
See what's launched lately.
AI governance frameworks
AI governance frameworks turn policy into runtime controls for models in production. Learn the seven operational pillars and AI governance best practices.
Scarlett Attensil
Machine Learning Pipeline Architecture: Components and Control Points
Learn how machine learning pipeline architecture connects data validation, feature engineering, training, deployment, guarded rollouts, and monitoring.
Scarlett Attensil
AI Model Management in Production: A Practical Workflow
Manage AI models, prompts, evaluations, rollouts, and production performance with a practical AI model management workflow.
Scarlett Attensil
Feature Engineering in Machine Learning: Concepts & Workflow
Understand feature engineering in machine learning, including data transformation, feature selection, and pipeline design for reliable model performance.
Scarlett Attensil
Build a software factory small enough to understand
In this tutorial, you’ll learn how to build an AI software factory that moves a unit of intent from request to production.
Alexis Roberson
3 reasons teams can’t trust their AI agents with more
Here’s why the teams that are trying to build capable, trustworthy agents without adjusting their development process are struggling.
Kelvin Yap
5 signs your release process hasn't caught up to the AI era
When deploy and release collapse into one moment—or when the controls you have in place don't run deep enough—preproduction validation becomes your last line of defense.
Betsy Sallee
What the EU AI Act means for AI governance
Teams shipping AI in the EU must be able to demonstrate compliance. Here's how LaunchDarkly helps.
Marek Poliks
MLOps solutions for production machine learning
Learn how MLOps solutions support experiment tracking, model serving, monitoring, feature management, governance, and production rollouts.
LaunchDarkly
Stories from the Factory Floor: Why AI software factories won’t always look like factories
There's a world of difference between wiring up coding agents for a side project and building a software factory inside a codebase that ships to thousands of customers at scale.
Ramon Niebla
Kubernetes Observability: Metrics, Alerts, and Best Practices
Kubernetes observability lets you collect and correlate logs, metrics, and traces, configure actionable alerts, and improve production incident response.
Scarlett Attensil
Machine learning model deployment
Machine learning model deployment moves trained models to production. Learn deployment patterns for ML models, CI/CD, and feature-flag rollouts.
Scarlett Attensil
MLOps Solutions for Production Machine Learning
Learn how MLOps solutions support experiment tracking, model serving, monitoring, feature management, governance, and production rollouts.
Scarlett Attensil
The software factory stack everyone forgot to finish
Most software factory diagrams stop the moment software becomes consequential.
Scarlett Attensil
MLOps pipeline: Stages, tools, and deployment workflow
Learn how an MLOps pipeline manages data validation, feature engineering, training, evaluation, deployment, and production feedback loops.
Scarlett Attensil
The AI software factory era: A five-part video series
Marek Poliks, Head of AI at LaunchDarkly, and Mirco Hering, Managing Director of AI Delivery at Accenture, discuss what it takes to automate the SDLC.
Betsy Sallee
Stories from the Factory Floor: My own private software factory
Four agents, one Jira board, and a week’s worth of bugs nobody had noticed.
Henry Barrow
Stories from the Factory Floor: Building a self-driving ops triage loop
How the Foundation team at LaunchDarkly automated ops triage with three Cursor agents that take an alert all the way to an open PR.
Ari Salem
Introducing the LaunchDarkly AI SDK
The LaunchDarkly AI SDK is available for Python and JavaScript and is the path we recommend for every new AgentControl integration.
Kelvin Yap
A human look at the AI future
Honest reflections on the uncertainty, excitement, and opportunities of the agentic era.
Sarah Day
Stories from the Factory Floor: Running my baseball side project on an AI software factory
I turned my personal side project into a real-world testbed for our internal software factory implementation. Over a few weeks, the factory created and wired 21 flags for me—and changed how I ship.
Seth Payne
You can't control what you can't see
What LaunchDarkly showed live on the Control Panel: how to see what's happening in production, act on it in real time, and test on data you already trust.
Kellye King
LaunchDarkly is now native on the Vercel Marketplace
You can now install LaunchDarkly from the Vercel Marketplace and evaluate your first flag in minutes. Start on our free Developer plan and upgrade when you need to, all managed from Vercel.
Bhargav Brahmbhatt
Best CI/CD Pipelines for Containerized AI Development
Containerized AI applications require sophisticated deployment infrastructure to manage Docker images.
Scarlett Attensil
