
DataCleaner
One-click PII scrubbing — data stays usable
What it does
One-click PII scrubbing without breaking your data. Most tools replace names with XXXXX —destroying JOINs and relationships. DataCleaner uses deterministic hashing so scrubbed data stays queryable. Three modes: External (safe to share), Internal (masked for analysts), Admin (AES-256 encrypted, recoverable). 100% offline — no cloud, no API, data never leaves your machine. Pro$149 · Team $399 — perpetual.
Does the same job
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- PSPII-Shield – Log Sanitization Sidecar with JSON Integrity (Go, Entropy)Feb 2026 · github.com · ▲20
What PII-Shield does: It's a K8s sidecar (or CLI tool) that pipes application logs, detects secrets using Shannon entropy (catching unknown keys like "sk-live-..." without predefined patterns), and redacts them deterministically using HMAC. Why deterministic? So that "pass123" always hashes to the same "[HIDDEN:a1b2c]", allowing QA/Devs to correlate errors without seeing the raw data. Key features: 1. JSON Integrity: It parses JSON, sanitizes values, and rebuilds it. It guarantees valid JSON output for your SIEM (ELK/Datadog). 2. Entropy Detection: Uses context-aware entropy…


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The first open-source price index for GPU compute
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Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
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…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com