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Mighty – let AI agents use private data safely

Hacker News

Mighty – let AI agents use private data safely

Hey HN — I’m Johnny, co-founder of Mighty ( https://mightynetwork.ai ). The problem AI agents can think, but the moment they need your data they hit a wall — security teams won’t let PII, payroll, or customer records leak out. OAuth exists for humans, not code running on its own. Our take (super-hero style) • Headquarters — an end-to-end–encrypted data vault (client-side 256-bit) where you park anything private. • Sidekick — a tiny Python SDK that handles key exchange, token refresh, and per-resource checks. Drop it in like a trusty side-kick and your agent suddenly has clearance. • Confidential Compute — the “secret lair” where workloads run so we never see your plaintext. Together they give you a 1-click “Sign in with Google”-style flow for autonomous code. Today we support OAuth 2.0; SAML & full SSO are on the road-map. What you can build right now • A finance bot that reconciles bank transactions without exposing PII • A contract reviewer that only sees the folders it’s allowed to • An internal helper that can read HR data but nothing else Use Mighty SDK (pip install mighty-sdk-core) with your favorite AI frameworks. HN readers can start for free with personal account and for a limited time offer, we are offering compute credits with paid plans and we are throwing in a 30-day happiness guarantee. Why we’re posting We’ve spent a year talking to developers at startups and FAANG-size orgs; pilots are under way, but we want brutally honest feedback on the API, threat model, or any gaps you spot. Quick 3-min Loom demo: https://www.loom.com/share/ae1a4ea45f894648945ab859af578165 Thanks for taking a look! We’d love to hear if this unblocks something you’re building — or why it doesn’t.

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Actual performance

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Did not reach leaderboard

Launch Intel predictions

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Product HuntOn track for Day 1 leaderboard · Strong signals: agents, agent, model · Missing: mac, macos, cursor
95%95% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting
84%84% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
Hacker NewsStrong engagement from HN community · Strong signals: exist, ide, io · Missing: https docs, excited, just released
56%56% 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, google, way · Missing: mobile apps, ios, entrepreneurs
50%50% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive
24%24% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue
19%19% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
BetaListMay not resonate with beta-testers · Strong signals: paid · Missing: web3, chat, crypto
0%0% predicted probability of success on BetaList, based on ML models trained on real launch data.

Incorrect prediction on native model

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