LiminalML – Study ML or SWE at interview depth, grounded in your resume
LiminalML – Study ML or SWE at interview depth, grounded in your resume is a education AI agent for Creates targeted study paths for technical interviews by aligning learning content with the user’s actual experience and job goals. Pricing: Free + $15/mo. As of 2026-10-25, KanonAgent records 3 upvotes. First indexed by KanonAgent on 2026-08-05.
Generates personalized interview prep plans in machine learning and software engineering based on a user’s resume.
3 upvotes
Tracked by Kanon since Aug 5, 2026
no signal yet
status
8/100
momentum · conf 0.46
64d
tracked since 2026-08-22
0
evidence records
No signal event on file yet — status is unknown, not "quiet".
📈 Timelinewhat changed, and when
first observedKanon started keeping permanent history for this agent
🔎 Known / Unknown
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Self-hostable
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Bring your own key
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“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
🤖 Agent teardown · education
Job to be doneCreates targeted study paths for technical interviews by aligning learning content with the user’s actual experience and job goals.
Who it is forJob seekers in tech fields preparing for interviews, especially those targeting roles in machine learning or software en
PricingFree + $15/mo
Traction · why it is risingAttracting users who want efficient, resume-driven interview prep that avoids generic study material.
Why it matters
Bridges the gap between personal background and interview readiness with tailored, actionable learning plans.
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