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Engineer Your Next Promotion

Hacker News

Engineer Your Next Promotion

I built Xferro after experiencing the pain of ambiguous performance reviews firsthand. As software engineers, we build systems to track everything—except our own career progression. Xferro helps engineers systematically document their impact, track achievements against promotion criteria, and build a compelling narrative for performance reviews. It transforms your daily work into promotion evidence. The idea came after watching brilliant colleagues get PIPed or stagnate simply because they couldn't effectively communicate their contributions. Technical excellence alone isn't enough in most companies; you need to master the meta-game of visibility and impact demonstration. Key features: Impact tracking dashboard that aligns with how engineering managers actually evaluate performance Templates for documenting technical and non-technical contributions Promotion criteria frameworks from major tech companies Analytics to identify gaps in your promotion case 1:1 preparation tools to make manager conversations more productive I've been developing this for the past few months based on interviews with 40+ engineers who either successfully earned promotions or had negative review experiences. Currently in private beta with a small cohort of engineers. Looking for feedback from the HN community—especially from those who've been on either side of the performance review process. Would love to hear your thoughts, criticism, feature ideas, or personal experiences with this problem.

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Actual performance

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Did not reach leaderboard

Launch Intel predictions

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Indie HackersFits the IH revenue-focused audience · Strong signals: para · Missing: supports, reddit linkedin, podcasting
78%78% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
Product HuntOn track for Day 1 leaderboard · Missing: mac, agents, macos
67%67% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Strong signals: reviews · Missing: plus, platform, intuitive
46%46% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Hacker NewsMay not resonate with HN audience · Strong signals: lua, ide, pipe · Missing: https docs, excited, just released
44%44% predicted probability of success on Hacker News, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
TrustMRRLess likely to generate early MRR · Strong signals: personal, month, para · Missing: mobile apps, ios, entrepreneurs
26%26% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Strong signals: arr · Missing: mrr, revenue, profit
17%17% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto
0%0% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

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