Tom Dörr

Tom Dörr

@tom-doerr.bsky.social

Follow for posts about GitHub repos, DSPy, and agents

988 followers27 following61.5K posts

Builds a modern language model from scratch through a 12-chapter guide covering RoPE, attention mechanisms, and training loops with fully annotated code.

Self-hosts logs, traces, metrics, session replay, exceptions, and AI tracing using OpenTelemetry. Requires no collectors, glue code, or vendor SDKs.

Converts standard ESP32 boards into multi-protocol analysis tools for interacting with I2C, UART, SPI, Bluetooth, Wi-Fi, and RF signals via a web-based CLI.

Colibri is a pure C inference engine that runs MoE models up to 2.8 trillion parameters on consumer hardware by treating storage, RAM, and VRAM as a single hierarchy.

Equips AI agents with 818 structured cybersecurity skills mapped across six major frameworks, enabling senior-level security analysis within coding assistants.

Automates multi-step workflows by running a local AI agent that accesses your computer's files, browser, and calendar to perform tasks without requiring Docker or external servers.

Claude-BugHunter provides a curated bundle of 83 skills for Claude Code designed to assist with vulnerability auditing, CVE tracking, and structured red team reporting.