On-Demand Webinar
Designing Hiring Systems That Won’t Filter Out Your Best Engineers
Thursday, May 21st 2026 PDT
How traditional technical interviews exclude high-potential talent — and what to do instead
Your hiring process was designed to find great engineers, but parts of it may be filtering out the best potential talent instead of surfacing them.
The CoderPad team is excited to partner with GBS Worldwide to host a conversation on what most traditional interviews are actually measuring, how common design choices create hidden bias and unnecessary cognitive load, and why candidate experience is more fragile than most teams realize.
This conversation brings together two interesting perspectives on how to design a fairer and stronger interview process that is good for candidates and your employer brand.
Crystal Miller Lay is the CEO and Chief People Officer of GBS Worldwide, and one of the sharpest minds working at the intersection of hiring systems, neuroinclusive design, and behavioral psychology. With over 20 years of experience building and scaling employer brand and talent programs for enterprise organizations, Crystal has made a career of fixing what’s broken underneath hiring — not just the surface symptoms, but the systemic design decisions that shape who gets through and who doesn’t.
Amanda Richardson is the CEO of CoderPad, the platform engineering and talent teams rely on to run technical interviews and assessments that surface real skill. Amanda brings expertise on what signal hiring teams are actually capturing, how assessment design affects outcomes, and where AI is changing what’s possible in technical hiring.
You’ll learn how leading teams are rethinking technical assessment through structured prompts, clearer expectations, and formats that surface stronger engineering signal — without lowering the bar. They’ll cover how to reduce bias while maintaining rigor, and where AI can help scale more flexible, thoughtful hiring processes.
Speakers

Crystal Miller Lay
CEO and Chief People Officer
GBS Worldwide

Amanda Richardson
CEO
CoderPad
Virtual
Trending Articles
How to Hire for AI Fluency Now That It’s a Critical Skill
Based on the CoderPad webinar featuring Bayo Ojuri (CoderPad), Bonnie Dilber (Zapier), and Melany Austin (GoDaddy). “AI fluency” has quietly become a line item in nearly every technical job description. The problem: most teams added the requirement long before they had a reliable way to assess it. You can ask a candidate whether they use […]
Hot Takes on Hiring: “AI Fluency” Is a Myth
Our CEO, Amanda Richardson, and our Head of Product, Frank Hauben, can’t agree on anything else. We put Amanda and Frank on camera, handed them five spicy hot takes about AI in hiring, and told them not to sit on the fence. They sat on the fence anyway. Here’s what they actually fought about. Amanda […]
5 Unfiltered Takes on AI That Engineering Leaders Actually Believe
We put a room full of senior engineering leaders together, took away the slides, added beer, and asked them to say the thing they’d never put in a LinkedIn post. No PR-approved talking points, no vendor gloss, just people who ship for a living telling the truth about what AI is doing inside their orgs […]
Your Developer Interview Loop Is a Year Old. Is It Still Finding Your Best Candidates?
A YC-backed founder called me last week with some good questions. His 20-person startup hadn’t hired an engineer in over a year. Now they’re opening reqs again, and instead of just dusting off the old loop, he wanted to understand how interviews had changed and if candidates were ready for AI interviews. His process — […]
Your Question Bank Is Leaking. Here’s the Fix.
Every hiring team eventually hits the same wall: TA own raising the bar, don’t have the technical knowledge required to write questions that test for it. So teams are improvising, a shared question bank, a busy engineer’s spare 20 minutes, and last year’s assessment recycled one more time. It feels fine butt isn’t. Recycled and […]
AI Fluency Is the New Technical Skill. Is Your Hiring Process Ready?
Artificial intelligence has fundamentally changed software development. Developers are no longer working in isolation, writing every line of code from memory. AI has become part of the engineering workflow, helping developers brainstorm approaches, generate boilerplate code, and debug complex issues. The question isn’t whether engineers are using AI. It’s how effectively they’re using it. Hiring […]
Best Technical Assessment Software for HR Teams in 2026
Finding the best technical assessment software for HR teams isn’t about finding the platform with the longest feature list. It’s about finding the platform that helps you identify real skills quickly, fairly, and consistently. The challenge for recruiting and talent acquisition teams is separating signal from noise. A candidate may have an impressive resume or […]
AI Didn’t Kill Entry Level Hiring. Bad Screening Did.
For the last two years, the narrative has been loud, confident, and mostly wrong: AI is coming for entry level engineering jobs. The story goes something like this: If AI can write code, summarize docs, generate tests, and debug basic issues, why would companies still hire junior engineers? It sounds logical. It is also incomplete. […]
The Resume Is Dead. Most Teams Just Haven’t Admitted It Yet.
Resumes made sense when applying for a job took real effort. That era is over. AI lets candidates apply to hundreds of roles in the time it once took to write a single cover letter. Employer-side AI systems process the flood. The result is a hiring funnel built almost entirely on artificial signals, where the […]
Is Your Technical Hiring Process Screening Out Great Engineers?
The short answer: Many technical hiring processes are doing the latter. High-friction interview loops, live coding under observation, and AI-restrictive assessments are measuring interview performance, not job performance. The fix isn’t rebuilding from scratch — it’s auditing whether your process measures engineering capability or something else entirely. If you attended our recent webinar with CoderPad […]
Junior Developers Are Your Strategic Advantage—If You Can Actually Evaluate Them
Campus recruiting season arrives the same way every year: hundreds of applications, a narrow window, and a process that was never designed for this much volume or this much pressure. Meanwhile, the definition of “technical skill” is actively shifting—AI-polished resumes have made traditional screening nearly meaningless, and the skills that predict junior developer success look […]
2026 Product Recap: Technical Hiring Has Changed. We Built for What Comes Next.
AI has fundamentally changed how engineers work. It’s not a tool candidates might use anymore. It’s embedded in how code gets written, reviewed, and shipped every day. In many teams, the majority of code is already AI-assisted—and growing. Which leads to a clear conclusion for hiring teams: Trying to remove AI from the interview process […]
Hire with confidence.
See why engineering teams trust CoderPad to evaluate developers with realistic, AI-ready hiring workflows.