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Field reports on software products, automation, AI, open source and reliable operations.
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What we learn while building, integrating and operating real products.
BodySeasons Is Here: Why We Build and Operate This Passion Project Ourselves
BodySeasons is now on the App Store and Google Play. Why ProjectMakers develops, funds, and takes responsibility for this cycle app itself.
440 npm Packages Hit by the Shai-Hulud Worm: A Developer Runbook for Detecting and Surviving npm Supply Chain Attacks
Discover how the Shai-Hulud worm infected 440+ npm packages through keyv. Get actionable detection steps, lockfile auditing scripts, and best practices for your next npm supply chain attack.
AI Development Costs Hit 10x: The Cost Control Framework JetBrains Built (And You Can Steal)
Learn how to implement AI development cost control before your spend spirals. JetBrains saw costs 10x in 6 months, here's the framework to prevent it.
Stop Fighting Over Kafka Topics: How Routing Keys Isolate Consumer Tests on a Shared Broker
Learn how routing keys isolate kafka consumer testing on shared brokers with a concrete Spring Boot example, fix flaky CI, and cut infrastructure costs.
The AI Maturity Model: Why Most Enterprise AI Stalls at the Orchestration Chasm
Learn how the ai maturity model enterprise framework reveals the orchestration chasm, with real costs, code, and production-tested best practices.
Enterprise AI Token Costs: SAP's Three-Tier Model That Keeps Spending in Check
Learn how to control enterprise AI token costs with SAP's three-tier model: budgets, approvals, and monitoring. Includes a Python cost estimator and real numbers.
Your Developers Write Code 40% Faster with AI, So Why Haven't Your Deadlines Moved?
Discover why individual AI productivity gains don't translate to faster delivery. Learn how to fix the organizational bottleneck draining your development throughput.
Slashing Production RAG Costs by 80%: A Practical Guide to Prompt Caching and Context Optimization
Learn how prompt caching RAG costs drop by up to 80 percent without sacrificing precision. Discover concrete code and production architecture tips.
Real-Time Global Illumination in Unity: How to Upgrade Your Lighting Workflow Without Sacrificing Frame Rates
Master unity real time global illumination workflows with step-by-step URP/HDRP setup, C# dynamic controls, and proven frame rate optimization tips.