ai-job-search

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

https://github.com/MadsLorentzen/ai-job-search

Speculative Programmatic Tool Calling

Speculative programmatic tool calling (sPTC) speeds up AI agent harnesses by pre-launching tool calls from partially generated code instead of waiting for the model to finish generating. The approach overlaps tool execution with token generation and can also parallelize independent calls, acting like a lightweight JIT compiler for agent-generated programs.

https://alexzhang13.github.io/blog/2026/spec-ptc/

pentestkit

Autonomous multi-agent pentest framework that plans, exploits, verifies with required proof, assigns CVSS scores, and generates client-ready reports. It achieved 104/104 (100%) on the XBOW validation benchmarks and is powered by Kimi K3.

https://github.com/lordx64/pentestkit

Learn Vectorized Thinking in Python Through Examples

In this article, you will learn how to think in terms of vectorized operations using NumPy, replacing slow Python loops with efficient array-level computations.

https://machinelearningmastery.com/learn-vectorized-thinking-in-python-through-examples/

VoiceStudio

VoiceStudio is the open-source, fully local ElevenLabs alternative for voice cloning, voice design, video dubbing, dictation, transcription, and audiobook creation in 646 languages.

https://github.com/debpalash/VoiceStudio

Geolocating Random Islet Image Using Geometry & CUDA GPU Programming

The author solved Sofia Santos’s Gralhix 004 OSINT challenge using a custom geometric pipeline and CUDA GPU acceleration to filter 80.7 million candidate landmass triplets down to 26 locations. The analysis successfully geolocated the image to Oan Resort in Micronesia at 7°21'48.4"N, 151°45'20.7"E, with the camera facing northwest.

https://yassa9.github.io/osint/gralhix-004/

fastaddress

Fastaddress is a Python package that keeps the familiar usaddress API while moving its CRF runtime to Rust for much faster US address parsing. It delivers 11.3x higher single-core throughput, scales to 360K+ addresses per second on eight threads, and matches usaddress output across 20,738 real addresses.

https://github.com/vinvomero/fastaddress

VectorSmith

VectorSmith turns vector database collections into LLM tools and exposes them through an MCP server. Using the existing collection schemas and a simple YAML configuration, you can make your vector DB data available to AI agents without writing custom tool and MCP integrations from scratch.

https://github.com/kjgpta/vectorsmith

Fuzzy String Matching in Django and PostgreSQL

Django and PostgreSQL can handle fuzzy name matching with Soundex, Daitch-Mokotoff, Levenshtein distance, and trigram similarity, each suited to different kinds of misspellings and phonetic variation. The article shows how to expose these techniques through Django ORM expressions and pair them with the right PostgreSQL indexes for efficient search at scale.

https://www.caktusgroup.com/blog/2026/08/21/fuzzy-string-matching-django-postgresql/

IPython is All You Need

Nathan Cooper shows how to turn IPython into a full terminal shell that runs Bash commands without !, displays images, and retains rich execution history. He then adds an AI assistant that can understand shell context, outputs, images, and errors, and safely execute Python and Bash commands through allowlisted tools.

https://nathancooper.io/blog/2026-08-10-ipython-is-all-you-need

Training and Finetuning Multi-Vector Embedding Models with Sentence Transformers

Sentence Transformers 6.0 introduces MultiVectorEncoder for training and fine-tuning ColBERT-style retrieval models in Python. The tutorial walks through the full training stack and shows a domain-tuned medical model outperforming over 50 retrieval model configurations on the author’s evaluation.

https://huggingface.co/blog/train-multi-vector-encoder

Tech-OA-Interview-Questions

Daily updated list of Tech Company OAs and Interview Problems. Save your time from finding them all over the internet.

https://github.com/perixtar/Tech-OA-Interview-Questions

linecast

Weather, tides, the sun, the moon, and maps, in your terminal. The Old Farmer's Almanac meets Minitel.

https://github.com/ashuttl/linecast