@varun_mathur — Autoquant v2.6.9 Tweet
by varun_mathur
Description
> **Autoquant: a distributed quant research lab | v2.6.9**
Summary
Vibe-coding quant demo (credibility: low). Real signal: karpathy/autoresearch (33.6k ⭐, 8/9) is a genuine autonomous experiment harness. 19 URLs scored: top 5 for deep research — karpathy/autoresearch...
Weaknesses
- -Budget threshold violations
- -Scope creep (task ballooned beyond original intent)
- -Circular dependency risk (already tracked in `failure-tracker.ts`)
- -Rate-limit pre-check before LLM calls
Tags
Related Tools
ARIS: Auto-Claude Code Research in Sleep — Deep Analysis
ARIS:
**ARIS** is a methodology-first, Markdown-driven skill system for autonomous ML research workflows. It orchestrates **cross-model collaboration** — Claude Code executes research while an external LLM (Codex, Gemini, or other) reviews work as an adversarial critic. The entire system is files + plain Markdown skills (no database, no framework), making it portable across Claude Code, Cursor, Trae, Codex CLI, and other agents.
arXiv:2603.03329 — AutoHarness: Improving LLM Agents by Automatically Synthesizing a Code Harness
arXiv
AutoHarness tackles a critical LLM agent failure mode: **agents making illegal/invalid actions**.
HN Multi-Agent Framework Link Triage
HN
**47 unique URLs extracted** across 6 categories from 6 HN threads (1,100+ combined points, 418 comments). The HN multi-agent community is skeptical of framework proliferation but hungry for: