How to build an AI personal project that stands out in interviews Learn how to scope a personal AI project that shows problem-solving, product thinking, and technical judgment.
The biggest mistake engineers make in AI system design interviews Before you choose a vector database or retrieval strategy, there are four product questions every AI system design interview requires.
Software engineering job search stalled? Here’s how to debug it Applying to software engineering jobs and hearing nothing back? Use this funnel to find where your search is stalling and what to fix first.
Here's why you're not getting interviews (and how to fix it) Most engineers aren't getting callbacks because their resume can't answer one question. Here's how to find the through-line that changes that.
What's actually driving tech layoffs in 2026 (and what engineers should do about it) Tech layoffs and record profits are happening at the same time. The real explanation is more specific than AI replacement, and it changes what engineers should do.
Why your AI-written resume might be costing you interviews AI can help you write a stronger resume, but it can also make it harder to read. Here's how to use AI without blending into the pile.
5 ways AI is changing what interviewers expect from senior engineers AI is changing senior engineer interviews. Learn what candidates need to show around judgment, product thinking, risk, and AI systems.
How to address a career gap on your software engineering resume Learn how software engineers can address a career gap on a resume clearly, confidently, and without overexplaining.
Frontend isn't dead, but your focus needs to change Frontend development isn’t dead, but AI is changing the role. Learn where AI helps, where it struggles, and what frontend engineers should focus on next.
How to negotiate FAANG offers vs startup offers A practical guide to negotiating FAANG and startup offers, from leveling and compensation bands to startup equity, scope, and tradeoffs.
How Formation Fellows prepare for top-tier software engineering interviews See how Formation Fellows turned calibrated interview preparation into stronger offers, top-tier placements, and measurable compensation gains.
3 ways AI has changed FAANG interviews in 2026 FAANG interview loops have changed structurally since 2024. Here's what experienced engineers are walking into now.