Shipping LLM agents to production: lessons from a year of building
Beyond the demo: prompt versioning, evals, cost guardrails and the operational patterns that turn an LLM prototype into a reliable product feature.
What we're building, what we're learning, and what we think matters for teams shipping software in 2026.
Beyond the demo: prompt versioning, evals, cost guardrails and the operational patterns that turn an LLM prototype into a reliable product feature.
A grounded look at Laravel 12's new application skeleton, container changes and the migration path from Laravel 10/11 codebases without breaking anything.
Edge runtimes are not Node. A blow-by-blow account of the migration — what worked unchanged, what required rewrites, and the cost & latency wins on the other side.
Both stacks are mature. The decision is about your team, your existing web stack, and where Apple and Google are heading. A pragmatic decision framework.
n8n is fantastic — until it isn't. The signals that tell you it's time to graduate from a no-code workflow tool to a proper service, and how to do it cleanly.
Interaction to Next Paint replaced FID a while back. Here's what we measure, why old optimisation playbooks fail, and the tools we use to hit Lighthouse 95+.
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