New episodes weekly
THEFEATURECREW
We test AI like it ships
The Feature Crew is a YouTube lab for builders who care about what works in production. We run real experiments, interview real operators, and publish the evidence.
What you can expect
Real-world AI builds
We stress-test models, tools, and workflows in real shipping scenarios.
Benchmarks that matter
Scorecards and breakdowns that map to real product decisions.
Operators + builders
Conversations with engineers who live in the mess and still ship.
Latest from the crew
Clean, focused episodes that get to the point. We show the work, the tradeoffs, and what actually shipped.
AI Devs Try
Feature Crew Live
Feature Crew Podcast / Guest
Benchmarks that map to production decisions
We document the experiments so you can reproduce, share, and reuse the findings without guessing.
- Reproducible experiments with published configs
- Short, practical scorecards you can forward to your team
- Deep dives into latency, reliability, and cost
Currently testing
Agent reliability
Latest scorecard
Prompt QA pipelines
Next up
Latency & tool-use stress tests
Blog posts that ship with every video
Each episode drops with a written brief: key takeaways, links, and the exact setup so the work is searchable.
Claude 4.5 Opus
We stress-tested Opus 4.5 across planet gen, city simulation, and dungeon crawler prompts to see whether its 3D output is truly best-in-class.
Gemini 3 Pro
We put Gemini 3 Pro through planet gen, survival challenge mode, business reasoning, and Vibe Bench to see where it shines and where it still lags.
GPT 5
We pushed GPT-5 through planet gen, challenge mode, and a two-part business reasoning test to see how far the new model actually goes.
Join the conversation
Bring your work on the show
We want to spotlight the teams doing the hard, real shipping. No rehearsed hype. Just candid stories.
What you’ll get
- Full episode plus highlight clips
- We handle the prep, production, and distribution
- Showcase the work that matters to your team
Latest video
Watch the newest drop
Fresh from the lab — full build breakdowns with notes you can put straight into production.