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Thinking out loud about what works

Lessons from the field — technical deep-dives, automation frameworks, and the strategies we use to build systems that actually work in production.

FeaturedAI/8 min read

Building AI Agents That Actually Work in Production

Most AI agent demos are impressive. Most AI agents in production are brittle. Here's what we've learned shipping AI systems that handle real workloads, real edge cases, and real consequences.

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AI8 min read

Building AI Agents That Actually Work in Production

Most AI agent demos are impressive. Most AI agents in production are brittle. Here's what we've learned shipping AI systems that handle real workloads, real edge cases, and real consequences.

Feb 10, 2026
Automation6 min read

RPA vs AI Automation: When to Use Which (and When to Combine Both)

Rule-based RPA and probabilistic AI serve different purposes. We break down the decision framework we use with clients to determine the right automation approach for each process.

Feb 3, 2026
Strategy5 min read

Why Most Digital Transformations Fail (And the Pattern That Doesn't)

After 50+ projects delivered, we've identified the single biggest predictor of success. It's not the technology — it's the scope of the first deployment.

Jan 27, 2026
AI10 min read

RAG Architecture: 5 Hard-Won Lessons from Production Deployments

Retrieval-augmented generation sounds simple in theory. In practice, chunking strategy, embedding model choice, and retrieval pipeline design make or break the user experience.

Jan 20, 2026
Automation7 min read

The Automation Audit: How to Find $100K+ in Hidden Operational Waste

Every business has processes that shouldn't be manual. We walk through the exact framework we use to identify automation opportunities and calculate ROI before writing a single line of code.

Jan 13, 2026
Engineering9 min read

Choosing the Right Tech Stack in 2026: A Decision Framework

React vs Vue vs Svelte. Serverless vs containers. SQL vs NoSQL. We cut through the noise with a practical framework based on team size, budget, and scale requirements.

Jan 6, 2026
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