Engineering blog
Practical write-ups on Kubernetes, cloud cost, CI/CD, security and AI, drawn from client projects we have shipped.
24 posts
LatestCloud
A Series B logistics company doubled its AWS spend in eighteen months. We walk through every line of the bill, what we changed, what each change saved, and the two changes we rolled back.
Sophie Adams
Sep 16, 2026 · 9 min read
Development
Realistic 2026 price ranges for marketing sites, SaaS MVPs, mobile apps and marketplaces, a phase-by-phase cost breakdown, what drives the total, and the red flags we look for in quotes.
Alex Johnson
8 min read
DevOps
How we took a pnpm and Turborepo monorepo from 24-minute CI runs to just over four, using affected-only tasks, remote caching, test sharding and a single gate job.
Lisa Park
7 min read
AI
Chunking, hybrid search with reranking, evaluation sets, structured citations, latency budgets, permission-aware retrieval and prompt-injection guardrails, with the TypeScript and SQL patterns we use.
Michael Rodriguez
8 min read
Development
The step-by-step sequence, lock levels and SQL we use to change PostgreSQL schemas under live traffic without breaking the release that is still running.
Emily Watson
8 min read
Web Development
The four caching layers, how defaults changed from Next 14 to 15 to 16, fetch options, route segment config, unstable_cache and use cache, on-demand revalidation and the pitfalls we see on client projects.
Emily Watson
7 min read
Development
The decision table we use in scoping calls, what really differs in performance, hiring and ecosystem, how native access works in each, and when we recommend going fully native instead.
David Lee
7 min read
DevOps
Scale-up time dropped from 3m 40s to under a minute and compute cost fell by a third. Here is the Karpenter v1 configuration we used, the migration path and what went wrong.
Sarah Chen
7 min read
Security
The hardening baseline we apply to GitHub Actions and AWS: OIDC instead of static keys, scoped permissions, SHA-pinned actions, secrets hygiene, SBOMs and keyless signing with cosign.
James Wilson
7 min read
DevOps
A practical OpenTelemetry setup for Node.js: automatic instrumentation, a few custom spans and metrics, and Collector tail sampling that keeps every error without storing every request.
Robert Martinez
7 min read
Cloud
Modules for logic, thin roots per environment and layer, tfvars for differences, and state isolated per account. The Terraform layout we use for two to ten environments.
David Lee
7 min read
Development
What belongs in end-to-end tests, resilient locators, API-backed fixtures, reusing auth state, deliberate network mocking, sharded CI runs and an explicit flake budget.
Robert Martinez
7 min read
DevOps
A complete guide to mastering Docker for scalable development and deployment—covering architecture, image optimization, networking, orchestration, and best practices for production environments.
Muhammad Rizwan
20 min read
DevOps
Learn essential strategies for running Kubernetes in production environments securely and efficiently. Covers deployment patterns, resource management, and monitoring.
John Doe
12 min read
Cloud
Discover proven techniques to reduce your AWS spending by 40% without sacrificing performance. Real-world strategies from organizations scaling to millions of users.
Sarah Chen
14 min read
AI
Complete guide to building scalable machine learning pipelines on cloud infrastructure. Learn about data preprocessing, model training, and deployment strategies.
Michael Rodriguez
16 min read
Web Development
A detailed comparison between the new Next.js App Router and the classic Pages Router, covering server components, nested layouts, and migration strategy.
Jane Smith
9 min read
DevOps
Master logging, metrics, and distributed tracing for comprehensive system visibility. Build better observability to debug issues faster and improve reliability.
Lisa Park
13 min read
DevOps
Learn advanced techniques to optimize Docker images for faster deployment and reduced storage costs. Multi-stage builds, layer caching, and best practices included.
John Doe
9 min read
Cloud
Master Infrastructure as Code with Terraform. Learn state management, modularity, testing strategies, and collaboration practices for enterprise-scale deployments.
Sarah Chen
12 min read
AI
Explore how machine learning is transforming DevOps. Automated incident detection, root cause analysis, and intelligent alerting reduce MTTR significantly.
Michael Rodriguez
10 min read
Security
Implement zero-trust security models for cloud environments. Modern approach to security that assumes no trust by default and verifies every access request.
Emily Watson
11 min read
Cloud
Understand serverless architectures and determine if they fit your use case. Covers AWS Lambda, cold starts, cost considerations, and best practices.
David Lee
10 min read
Development
Optimize database performance to handle millions of queries. Query optimization, indexing strategies, caching, and scaling techniques for production databases.
Lisa Park
13 min read
Talk to the engineers who write these posts. A 30-minute call gets you a rough plan, a timeline and a price range for your setup, whether or not we work together.