CipherAhead

What it does

CipherAhead scans GitHub repositories, local files, code snippets, and live websites to detect cryptographic vulnerabilities before the quantum transition. 5-layer analysis engine: pattern matching, structural analysis, AST parsing, rule engine, and AI validation. Each finding includes exact file, line number, code evidence, and a recommended fix. Supports NIST PQC, CNSA 2.0, BSI TR-02102 and NCSC guidelines. Free tier available — no credit card required.

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  QU32025 · ▲133

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• CS
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• CS
  CipherStash Stack – Data Level Access Control in TS/JSMay 2026 · cipherstash.com · ▲17

  Hi HN, I'm Dan Draper, founder of CipherStash. We've spent 5 years building per-value searchable encryption tech. We realized that encryption like this is incredibly powerful but the engineering required is generally not worth the effort. So we built a platform and opensource SDK to take the cry out of cryptography :) CipherStash Stack is: * A searchable encryption SDK for TS and Postgres * Fast, key management with Zerokms (backed by HSM) * A transparent SQL proxy * Auth library and OIDC federation service * Skills for data security Integrations include Prisma Next, Drizzle, Auth0, Clerk…

• KD
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• PC
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• NW
  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

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