Fast, exact inference for StartLux-Decision models on NVIDIA GPUs: the released GGUF files on int8 and 4-bit tensor cores, behind the /v1/systemone API, with up to 5.3× lower latency than vLLM in FP8 and bit-identical answers.
- calibration
- cuda
- cuda-graphs
- decision-making
Attacking MQTT systems with Mosquittos (scalability and load testing utilities for MQTT environments)
A Raspberry Pi based home alarm system.
Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation
Free Instagram view booster for Reels, Stories and Videos. Increase views, reach and engagement with smart delivery system. Easy to use, multiple safety modes, fully configurable.
- 2026
- configuration
- engagement
- free
A Flask extension to access, upload, download, save and delete files on cloud storage providers such as: AWS S3, Google Storage, Microsoft Azure, Rackspace Cloudfiles, and even Local file system
A new desktop installer and curated and signed package ecosystem for FreeBSD; inspired by Omarchy, FreeBSD and the classic world of video games
Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.
Open Source SIEM (Security Information and Event Management system).
- siem
- risk-management
- risk-assessment
- vulnerability-management
System76 Pop icon theme for Linux
Python Domain-Driven Design, Event-Based Systems, CRUD patterns
- ddd
- domain-driven-design
- goodcode
- module
ROS package of helper functions related to bringing up roslaunch on system startup.
Statistical NLG for spoken dialogue systems
- natural-language-generation
- dialogue
- seq2seq
- python
Utility reporting system health and status via MQTT
Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis)
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
Free YouTube views booster and channel growth tool. Increase video views, watch time and engagement with smart delivery system. Easy to use, fully configurable, safe mode included.
Kraken CI is a continuous integration and testing system.
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses | 500+ Papers | Perception, Cognition, Planning, Interaction, Agentic System
- adversarial-attacks
- ai-safety
- autonomous-driving
- backdoor-attacks
DecisionPivot: a diagnostic benchmark for decision models in LLM systems. Contrast pairs that differ in one decisive detail, generators with independent solvers, scorer and runners.
- benchmark
- calibration
- decision-making
- evaluation
FoBiS.py, Fortran projects Building System
- fortran
- build-tool
- oop
- automatic-dependency-generator
Containerized Development Environment Manager for embedded development
A Long-Horizon Benchmark for Self-Improving Inference Systems
TranslatedMcDonald's meal pairing decision Skill | Computes the top three optimal choices out of 1881 combinations, and tells you why they are not the others. Calorie control, dietary restrictions, and max-min fair allocation for group orders; the LLM does not take part in calculating money, and every number is traceable.