/Insights

Engineering notes that ship

Practical articles on software engineering, agentic AI, cloud architecture, and building production systems—from the Brixol team.

Topics we write about

/Latest

What is agentic AI and when should your business use it?

A practical guide to autonomous AI agents—what they do well, where they fall short, and how to evaluate fit for your operations.

/All articles

Architecture, AI, cloud, and delivery—written for teams shipping real software.

Patterns we use to keep latency low and reliability high as traffic and teams grow.

What to evaluate before you sign—delivery model, technical depth, communication, and fit for long-term product work.

How we align tokens, components, and documentation so shipping stays fast.

How voice AI handles inbound and outbound calls when paired with CRM, calendars, and human escalation paths.

When off-the-shelf tools fit—and when a tailored platform pays off for workflow, integration, and control.

Retrieval quality, evaluation, and ops practices that keep LLM features reliable after launch.

Security, cost, and observability steps we review before every move.

How to sequence modernisation when you cannot pause the business for a big-bang rewrite.