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SauersML / watching

Experiments on whether language models can learn to detect read-only activation probes

β–² 58/7d β˜… 58 Python 1d ago
r2m-ai / load-bearing-cot

Perturb-and-continue causal tests of chain-of-thought: does the written reasoning actually constrain the answer? Code, data, and probes for "From Decorative to Load-Bearing: Task Difficulty Shapes the Causal Role of Chain-of-Thought" (TMLR 2026).

β–² ~42/7d β˜… 81 Python 4d ago
KartoffelToby / better_thermostat

This custom component for Home Assistant will add crucial features to your climate-controlling TRV (Thermostatic Radiator Valves) to save you the work of creating automations to make it smart. It combines a room-temperature sensor, window/door sensors, weather forecasts, or an ambient temperature probe to decide when it should call for heat and automatically calibrate your TRVs to fix the imprecise measurements taken in the radiator's vicinity.

β–² ~14/7d β˜… 1.5k Python today
sudoingX / qwen38-mtp

One llama.cpp flag unlocks +33-39% decode speed for Qwen3.8-27B on consumer GPUs. The MTP head already ships inside your GGUF. Recipe, paired benchmarks, probe tool.

β–² ~7/7d β˜… 363 Python 25d ago
nullmoth / 1401-probe

Free, offline hardware scanner on a USB stick. Scans a PC's hardware and saves one report; never touches your drives or the network.

β–² ~7/7d β˜… 39 Python 1d ago
majiayu000 / stealthprint

Python toolkit for fingerprinting anonymous LLMs on OpenAI-compatible endpoints using tokenizer, context, error, and vision probes

β–² ~7/7d β˜… 31 Python today
lupingQAQ / JGD

Autonomous agent that mines Java deserialization gadget chains from any JAR directory. Static bytecode analysis + dynamic JVM probes + dual-model adversarial auditing β†’ weaponized PoC. Solving the last mile.

β–² ~7/7d β˜… 27 Python 13d ago
r0075h3ll / Oralyzer

Python tool that probes websites for open redirection via headers, JavaScript, and meta-tag refresh, pulls candidate URLs from the Wayback Machine, and checks CRLF injection and DOM XSS.

β–² ~0/7d β˜… 831 Python 23d ago
chirpz-ai / pandaprobe

open source agent engineering platform: traces, evals, and metrics to debug and improve your AI agents. Integrates with LangGraph, CrewAI, Claude Agent SDK, and more.

β–² ~0/7d β˜… 792 Python 16d ago
angel291592 / Intent-Router

Intent compiler for AI agents β€” converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

β–² ~0/7d β˜… 718 Python 1d ago
GilpinLab / loopscape

Probe the fractal convergence landscape of reasoning models

β–² ~0/7d β˜… 87 Python today
shootthesound / ComfyUI-KMS

A KSampler that shows you N seeds before committing: cheap probe pass, clickable thumbnails on the node, then finishes only the seed you pick - exact continuation, no wasted steps. Model agnostic.

β–² ~0/7d β˜… 33 Python 3mo ago
tayohya / solprobe

Production-grade Solana observability, diagnostics, and developer tooling