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Most Node images I inherit are somewhere north of a gigabyte. The app inside is maybe 40 MB. The other gigabyte is the build shop: compilers, dev dependencies, the npm cache, a ful...
In the introduction to senro, I covered the model: a pipeline is a Go program; it builds an immutable plan, and the engine executes that plan while anything can attach to the event...
Originally appeared on Ruby on Rails: Compress the complexity of modern web apps.Now that we understand better how agents deal with contained tasks and contained codebases, it’s ti...
What Git worktrees, parallel coding agents, and a cache pointing at the wrong directory taught us about the assumptions hiding inside node_modules. I’m a developer at bol, where...
project.yaml, module.yaml, templates and @platform folders: the anatomy of a Kotlin Toolchain build.Continue reading on Medium »
Every CI configuration I have ever maintained follows the same arc. It starts as twenty lines of YAML. Then a step needs to run only on main, so there is an if. Then two steps run...
A 45-minute CI/CD pipeline isn't fixed by skipping tests. Profile the stages, then cache, parallelize, and run only the tests your change needs.
Originally appeared on Ruby on Rails: Compress the complexity of modern web apps.Today we’re expanding Agents on Rails with Stage 2, a new set of benchmark tasks that exercise a mo...
Amazon Bedrock AgentCore Runtime Instances gives multi-agent workflows AWS managed EC2 infrastructure with GPUs, persistent volumes, and multi-day sessions. In this post, we deploy...
TL;DR: This is my personal findings and recommendations weaved into a cheatsheet for getting good at using Stacked PRs. Do note that not every user story implementation needs to b...
Everything we run ships continuously. The engine behind the apps, the back office our customers build in, the web products around them — code moves to production at the rhythm of e...
The finding EventCatalog exposes a common monorepo failure mode: generated code may exist, its producer may be green, and the real downstream consumer can still fail. Its Langium...
A 2GB Docker image slows every deploy and ships tools to attackers. Multi-stage builds, a small base, and .dockerignore cut it by 90%.
Local development environments are a recurring source of lost time. Services are started by hand, configuration drifts between machines, and new engineers need days before the syst...
Originally appeared on The Rails Tech Debt Blog.You’ve decided your Ruby on Rails app needs to move from Bootstrap 4 to Bootstrap 5. Bootstrap 4 is end of life and no longer receiv...
Stop shipping LLM regressions. Learn how to build a deterministic CI evaluation gate using N-run averaging, DAG metrics, and tiered pipelines. The post Building Robust Deterministi...
Starting with Agent Substrate v0.5.0 (latest build at the time of writing this blog post on 10/17/2026), you can now run multiple Actors within one Worker (Pod). Before this releas...
Run spec-driven development with Claude Code from the terminal: Spec Kit writes spec.md, plan.md, and tasks.md, and Kane CLI tests the build against the spec.
Moving past IDE chat prompts — how automated skills hook into the Android build pipeline to eliminate redundant engineering work.Continue reading on Medium »
How to run E2E tests in pull requests without stalling code review: set a time budget, control flakiness, gate on real devices, and show reviewers the cause.
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