
Tracebit Community Edition
Deception Tech using Security Canaries, Free to Deploy
What it does
Our Community Edition feature set focuses on opening up some of our 'Canary Credentials' features as free-forever to everyone. These include: AWS Canary Credentials SSH Key Canaries Browser Session Cookie Canaries Password Manager Canary Credentials Email Canaries Deployed via the Tracebit Community CLI, the Tracebit API or in GitHub Actions worklows, these canaries will provide a breadth of coverage against supply-chain attacks, instantly alerted to you via e-mail.
Does the same job
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HarnessRouter Community Edition21d ago · harnessrouter.ai · ▲392Open-source unified interface for agent harnesses


- LPLocal Privacy Firewall-blocks PII and secrets before ChatGPT sees themDec 2025 · github.com · ▲111
OP here. I built this because I recently caught myself almost pasting a block of logs containing AWS keys into Claude. The Problem: I need the reasoning capabilities of cloud models (GPT/Claude/Gemini), but I can't trust myself not to accidentally leak PII or secrets. The Solution: A Chrome extension that acts as a local middleware. It intercepts the prompt and runs a local BERT model (via a Python FastAPI backend) to scrub names, emails, and keys before the request leaves the browser. A few notes up front (to set expectations clearly): Everything runs 100% locally. Regex detection…

- ClaudoscopeApr 2026 · claudoscope.com · ▲106
Browse, search & track costs across Claude Code sessions
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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
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Dev tools · May 2026 · github.com