A collection of 6 posts
A structured checklist for vetting developers who code with AI in 2026 — judgement, code-review-of-AI-output, and agent fluency over leetcode.
A vendor-neutral breakdown of staff augmentation vs outsourcing vs managed services: control, accountability, IP, scaling, and when each fits.
An offshore developer at $30/hour can cost more than a US developer at $120/hour once you account for ramp, attrition, and rework. Here is the 2026 math, with rates by region, rates by stack, and a TCO model you can paste into a spreadsheet.
A practical guide to risk-free developer trials: the four trial models, what to evaluate week-by-week, red flags to watch, and how to convert a successful trial into a long engagement.
A 5-stage vetting funnel for remote engineering hires in 2026 — what each stage tests, where most teams cut corners, and how to evaluate AI-native fluency without rewarding hype.
95% of engineers now use AI weekly and Claude Code is the #1 dev tool. A practical guide for CTOs and engineering managers on how to interview, level, and pay AI-native engineers in 2026 — and how Codersera pre-vets for it.