Practical writing on AI automation for engineering teams.
July 14, 2026 · Samarratech Team
What actually happens when an AI agent picks up a Jira defect, investigates your codebase, and opens a PR — and the categories of bugs where you shouldn't trust it to try.
Read more →July 13, 2026 · Samarratech Team
AI consulting is a crowded, hard-to-evaluate market in 2026. Here are the concrete questions worth asking any firm before you sign — including the ones we make ourselves answer.
Read more →July 12, 2026 · Samarratech Team
Pricing for AI consulting is notoriously opaque. Here's what actually drives cost, and roughly how the market talks about ranges — without pretending there's one universal number.
Read more →July 11, 2026 · Samarratech Team
AI test generation tools are everywhere in 2026. Here's a concrete checklist for telling the ones that actually work from the ones that just demo well.
Read more →July 10, 2026 · Samarratech Team
A high-level, practical look at building an AI assistant over your team's internal docs — the approach that actually works, and the failure modes to watch for.
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