Skip to content
View teddytennant's full-sized avatar
17 followers · 39 following

Achievements

Achievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Highlights

  • Pro

Block or report teddytennant

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
teddytennant/README.md

Teddy Tennant

16 y/o at NCSSM. I work on agentic harness engineering, reasoning in latent space, recursive self-improvement, and synthetic data.

Current Projects

wizard -- Self-extending autonomous coding agent in one Rust binary. Any provider (OpenAI-compatible, Anthropic, xAI) or fully local via llama.cpp. Live /evolve self-modification, MCP, messaging gateway, built-in bench. Ran its own AHE evolution loop under Grok 4.5 to drive the harness to a 100% pass rate.

agentic-harness-engineering (contributor) -- Observability-driven automatic evolution of coding-agent harnesses. NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Bench 2, beats Codex/ACE/Training-Free GRPO.

reverie -- JAX + Rust successor to Coconut. Depth-supervised halting calibrates latent compute to problem depth -- reasoning steps match hop count exactly, with a causal γ-ablation.

FUSION -- Multi-agent LLM debate framework in Rust. Now a workspace crate powering wizard's /fusion command.

candor-bench -- Honesty, sycophancy, calibration, and factuality evals for LLMs.

spore -- The most minimal Rust coding agent: one tool (bash), spawns and rewrites itself.

Stack

Python, Rust, PyTorch, JAX, SGLang, Nix, some TypeScript, some C++, some Lua. NixOS daily driver.

Pinned Loading

  1. wizard wizard Public

    Self-extending autonomous agent in one Rust binary. One-line install, any provider (OpenAI-compatible, Anthropic, xAI) or fully local via llama.cpp, live /evolve self-modification, MCP, messaging g…

    Rust 70 3

  2. china-qijizhifeng/agentic-harness-engineering china-qijizhifeng/agentic-harness-engineering Public

    Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Be…

    Python 752 82

  3. FUSION FUSION Public

    Multi-agent LLM debate framework using OpenRouter API

    Rust 12 2

  4. predlab predlab Public

    paper trading simulator for the NCSSM Polymarket Club

    Rust 3

  5. reverie reverie Public

    Adaptive, curriculum-free reasoning in a continuous latent space, successor to Coconut, in JAX + Rust. Depth-supervised halting calibrates latent compute to problem difficulty (rho~1.0).

    Python 1

  6. spore spore Public

    The most minimal functional coding agent: one tool (bash), infinite reach because it spawns subagents and rewrites itself. ~350 lines of Rust.

    Rust