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Blog & Engineering Articles

Product perspectives and deep technical write-ups from the engineers building CodeHaste.

Engineering

How We Cut P95 API Latency by 40% Without a Rewrite

Three changes that mattered more than the framework we were using.

Priya Nair·Engineering·September 2, 2026
Engineering

A Practical Guide to RAG Pipeline Evaluation

The metrics that actually predict whether your RAG system will hold up in production.

Alex Morgan·Engineering·August 11, 2026
Engineering

Core Web Vitals in 2026: What Actually Moves the Needle for Enterprise Web Apps

Most Core Web Vitals advice targets marketing sites — enterprise web apps have a different bottleneck.

Elena Kowalski·Engineering·July 15, 2026
Blog

Choosing Between Managed and Self-Hosted Kubernetes

A decision framework based on team size, not vendor marketing.

Alex Morgan·Industry Insights·June 24, 2026
Blog

Designing Accessible Design Systems at Scale

How we bake WCAG compliance into component libraries instead of retrofitting it.

Priya Nair·Product·May 28, 2026
Blog

Native, Flutter, or React Native: How We Actually Decide for Client Projects

A decision framework based on what the app actually needs to do, not which framework has the loudest fans.

Devon Rios·Industry Insights·March 19, 2026
Engineering

Fine-Tuning vs. RAG vs. Prompt Engineering: A Practical Decision Framework

Three ways to make an LLM know about your business, and how to tell which one actually fits your problem.

Sofia Álvarez·Engineering·February 25, 2026
Blog

Modular Monolith vs. Microservices: A Decision Framework for Growing Engineering Teams

Team topology decides this more often than technical requirements do.

Nate Okafor·Industry Insights·January 29, 2026
Blog

Multi-Cloud Isn't a Strategy — Here's What Actually Is

Running on two clouds isn't the same thing as being resilient, portable, or negotiating from strength — here's what actually gets you those things.

Alex Morgan·Industry Insights·January 8, 2026
Engineering

Beyond the Demo: What It Actually Takes to Put an LLM Feature Into Production

The gap between a working prototype and a production LLM feature is almost never the model.

Sofia Álvarez·Engineering·December 11, 2025
Blog

Legacy Modernization Without the Big-Bang Rewrite

The riskiest part of most legacy modernization projects is the plan to replace everything at once.

Alex Morgan·Industry Insights·November 20, 2025
Engineering

Building a Modern Data Pipeline: dbt, Airflow, and Snowflake in Practice

The three most common data pipeline mistakes we see, and the architecture that avoids them.

Priya Nair·Engineering·October 23, 2025
Engineering

CI/CD Pipelines That Scale: Lessons from Automating Deployments Across Regulated Industries

Compliance requirements don't have to mean slower deployments — they just require the pipeline to prove more of its work.

Jamie Torres·Engineering·September 30, 2025
Blog

When (and When Not) to Choose a Headless Architecture

Headless solves a real problem for some teams and creates one for others — here's how to tell which side you're on.

Elena Kowalski·Industry Insights·September 4, 2025
Blog

From Dashboards to Decisions: Building a Real-Time Analytics Engine That Teams Actually Use

Most analytics dashboards get built and then quietly ignored — here's what makes the difference.

Priya Nair·Industry Insights·August 7, 2025
Blog

AI Agents in the Enterprise: Separating Real Productivity Gains From Hype

Most "AI agent" pitches skip the part where something can actually go wrong.

Sofia Álvarez·Industry Insights·July 10, 2025
Engineering

Infrastructure as Code Done Right: Terraform Patterns We Reuse Across Client Engagements

The patterns that keep Terraform maintainable once more than one person is touching it.

Jamie Torres·Engineering·June 12, 2025
Engineering

Designing for Offline-First: Sync Architecture Patterns for Mobile Apps in the Field

Offline-first isn't a caching layer bolted onto an online-first app — it's a different starting assumption.

Devon Rios·Engineering·May 15, 2025
Blog

The Real Cost of Cloud Migration: What Enterprise Teams Underestimate

The migration itself is rarely where a cloud migration budget actually goes over.

Alex Morgan·Industry Insights·April 17, 2025
Blog

Digital Transformation Isn't a Rebuild — It's a Sequencing Problem

Most failed transformation programs didn't pick the wrong technology — they picked the wrong order.

Nate Okafor·Industry Insights·March 20, 2025
Blog

Beyond Accessibility Compliance: Designing Interfaces People Actually Want to Use

A WCAG-compliant interface and a genuinely usable one aren't automatically the same thing.

Priya Nair·Product·February 20, 2025
Blog

The Hidden Cost of Bad Data: Why Data Quality Is a Business Problem, Not Just an Engineering One

Bad data doesn't usually show up as an error — it shows up as a wrong decision nobody traces back to its source.

Priya Nair·Industry Insights·January 23, 2025
Blog

Event-Driven Architecture: When Async Messaging Solves a Real Problem

A message queue is a coordination tool, not an upgrade — here's how to tell if your problem actually needs one.

Nate Okafor·Industry Insights·November 21, 2024
Engineering

API Versioning Without Breaking Every Client: A Practical Framework

Most API breakage isn't caused by a bad change — it's caused by not knowing who's still calling the old shape.

Priya Nair·Engineering·September 26, 2024
Blog

Platform Engineering: The Trend Actually Changing How Enterprise Teams Ship

Most "platform engineering" adoption is a rebrand. The version that actually changes anything looks different.

Jamie Torres·Industry Insights·July 25, 2024
Blog

AI Coding Assistants in the Enterprise: What They're Actually Good For

The productivity gain is real and narrower than the pitch — and the review debt it creates is easy to miss until it isn't.

Sofia Álvarez·Industry Insights·May 30, 2024
Blog

Build vs. Buy vs. Customize: The Real Decision Framework for Enterprise Software

The decision usually gets framed as cost versus control. The variable that actually predicts regret is neither.

Nate Okafor·Industry Insights·March 28, 2024
Engineering

Why Point-to-Point Integrations Become a Liability at Enterprise Scale

Every point-to-point connection feels like the fast option in the moment it's built — the cost shows up later, and it compounds.

Alex Morgan·Engineering·January 25, 2024
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