Engineers lose 90% of their career impact to memory fade. By review season, the metrics and outcomes are forgotten. careercraft.ing captures your wins on-demand through MCP, with zero surveillance. In 30 seconds, raw notes become XYZ bullets that pass calibration scrutiny. Quantify glue work, build a portable Briefcase of Evidence, and walk into every review prepared. Your vault, your data, your career.
No reviews yetBe the first to leave a review for careercraft.ing
Hunter
š
Hey Product Hunt.
I built careercraft.ing because I kept watching great engineers lose promotions to something I call memory fade.
You know the feeling. Review season arrives and suddenly you can't remember the metrics, the decisions, the impact from 6 months ago. You walk into calibration with "helped the team" while someone else shows up with a spreadsheet of quantified wins.
careercraft.ing is an MCP server you invoke when you decide a win happened. No surveillance, no background scraping. Just 30 seconds to capture it, and an AI engine that transforms raw notes into XYZ bullets ("Reduced API latency by 40% as measured by p99 by rewriting the query planner").
What makes it different:
ā On-demand, not always-on. You control what gets captured.
ā Built for engineering language. Understands PRs, glue work, architecture decisions.
ā Career sovereignty. You own the vault, not your employer. It travels with you.
ā Promotion-ready output. XYZ bullets, Briefcase of Evidence, AI-proof resume generation.
The whole idea is simple: engineers who quantify their impact get promoted. The ones who don't, don't. careercraft.ing makes quantification effortless.
I'd love your feedback. What do you use today to track your career wins?