Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.
Explore whether AI-first QA marks the end of manual testing. Learn benefits, risks, and best practices for building AI-augmented quality assurance teams.
Learn which engineering metrics remain relevant when AI handles half the workflow. Explore how to adapt measurement for AI-augmented teams.
Learn how to audit shadow AI projects before they harm compliance, security, or budgets. Explore best practices for CTOs and engineering leaders.
Learn how to optimize LLM usage without slowing product teams. Explore cost levers, performance tradeoffs, and AI-first engineering practices.
Many GenAI pilots fail to generate ROI. Learn the common pitfalls and strategies to design successful AI pilots that scale.
How engineering leaders use showback and chargeback to control cloud spend and drive team accountability.
Discover the top cloud cost levers for AI workloads in 2025. Learn how to manage GPU costs, storage, and inference efficiency with FinOps and AI agents.
Discover how AI agents enable real-time FinOps. Learn benefits, risks, and best practices for cloud cost optimization in 2025.
Learn the best incident response patterns when autonomous AI agents can make changes in production. Explore governance, risks, and strategies for tech leaders.
Learn how to measure software delivery performance when AI writes your tests. Explore impacts on DORA metrics, quality, and engineering velocity.
Learn when to migrate from microservices to a modular monolith using AI-assisted engineering. Explore benefits, risks, and best practices for scaling product platforms.
Learn how to adapt CI/CD pipelines for multi-agent workflows. Explore architecture patterns, risks, and best practices for engineering leaders.
Explore how AI-native platform engineering is redefining DevOps and developer experience in 2025. Learn trends, use cases, and best practices for scaling product teams.
Learn which engineering tasks deliver the highest ROI when automated with AI, and which tasks are risky. A practical guide for CTOs and senior engineering leaders.
Discover what vibe coding means for experienced engineers. Learn benefits, risks, and real-world applications of natural-language coding with AI copilots and agents.
Learn how AI pair programming impacts senior engineers, ROI, and delivery velocity. Explore benefits, risks, and best practices for scaling enterprise software teams.
Explore how AI coding agents impact software velocity, from automation to DORA metrics. Learn benefits, risks, and best practices for scaling product engineering.
Discover how poor AI adoption can harm DORA metrics. Learn risks, pitfalls, and proven strategies to improve velocity, stability, and engineering performance.
Explore AI software development for SaaS and PropTech. Boost velocity, cut costs, and scale with AI-augmented teams. Case studies, best practices, and trial.
Discover AI development services for SaaS & PropTech. Boost velocity, reduce costs, and scale with AI-augmented engineering. Case studies & 2-week trial.
A practical 2025 guide to cross-platform app development: benefits, tradeoffs vs native, popular frameworks, costs, KPIs, and real use cases.
Discover the most important KPIs for software development in 2025. Learn DORA & SPACE metrics, productivity, quality, delivery, and business impact KPIs.
Learn what Adaptive Software Development is, its principles, lifecycle, benefits, challenges, and case studies. A complete 2025 guide with comparisons, tools, and FAQs.
Discover how AI assisted software development transforms coding, testing, security, and delivery. Learn benefits, risks, governance, tools, and best practices in this 2025 complete guide.
One long-form essay every other Wednesday. Written by the engineers shipping production AI for our clients, not by a content team. No promotional emails. Unsubscribe in one click.
