HyperAgent Blog

Research & Transparency Feed

Weekly breakdowns of HyperSniper trades, LLM guardrails, and Hyperliquid market microstructure. This is where we publish a full 48-hour trade journal — every entry, exit and fee logged — and show how you can reproduce the same scientific rigor inside your desk.

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Trade journal

48-hour log

Every entry, exit & fee · Hyperliquid BTC-PERP

Focus

AI-native quants

Analyst → Boss → Executor playbooks

CTA

Live demo

Link to /live-demo + /resources/live-pnl

Verified logs
Every story references SHA-256 logs, including a full 48-hour Hyperliquid trade journal signed by user 21c3b74898744e36b74ddf32d590017d.
LLM & quant synergy
Every article explains how the Brain chains Analyst → Boss → Executor and why our agents stay disciplined.
Actionable CTAs
Each post links directly to live demos, trustless custody runbooks, or VaR control scripts.
5 min read2026-09-01Author · HyperAgent Research
hyperagent.ch vs hyperagent.com — Hyperliquid Bot, Not Airtable

Search ‘Hyperagent review’ and you get Airtable’s cloud agents. We are the Swiss Hyperliquid trading agent. How to tell us apart, and how to start a trial without a return promise.

6 min read2026-07-25Author · HyperAgent Research
The Perp DEX Shakeout: Why Venue Selection Matters More as Positioning Flips Bullish

Dango's shutdown four months after launch is the latest in a wave of perp DEX closures, arriving just as Glassnode's Week 29 note documents the strongest positioning shift of the year. As shorts fold and ETF flows flip positive, the edge is shifting toward traders who treat venue liquidity, cost-basis levels, and custody design as first-order risks — not afterthoughts.

6 min read2026-07-24Author · HyperAgent Research
The AFX Trade Exploit Is a Reminder: In Perps, Custody Architecture Is a Risk Input

A $24M bridge exploit at Arbitrum perp DEX AFX Trade — the second major bridge incident in days — reframes venue selection as a custody question, not just a liquidity question.

6 min read2026-07-20Author · HyperAgent Research
When a Hyperliquid Bot Trades Zero Times — and Why That's Edge

Week 29 of the public trade journal closed with zero trades. That is not downtime: it is selectivity. How Frontier waits when setups fail quality gates — with full public logs.

7 min read2026-07-13Author · HyperAgent Research
Reading a Losing Week on Hyperliquid (Full Public Logs)

Week 28 published 9 trades, 22.2% win rate, −$13.76 net after fees. A walkthrough of exit reasons (TRAIL_STOP, SL, MANUAL) without marketing spin.

11 min read2025-11-27Author · HyperAgent Research
Trade Journal: A 48-Hour Window on Hyperliquid (Full Logs)

Signed BrainCenter logs, VaR traces, and Hyperliquid market data documenting one 48-hour trading window in November 2025 — every entry, exit and fee recorded, win or lose.

10 min read2025-11-26Author · HyperAgent Ops
Cognitive Agents vs Legacy Bots on Hyperliquid

How HyperAgent’s multi-role LLM stack compares with rule-only bots on Hyperliquid across Sharpe, VaR breaches, and runbook transparency in a 45-day replay.

12 min read2025-11-25Author · Quant Lab
Hyperliquid Market Microstructure Notebook 2025

Depth statistics, queue priority studies, and execution traces that explain why HyperAgent can capture asymmetric returns on Hyperliquid.

9 min read2025-11-24Author · Risk Office
Risk-On/Risk-Off Switching With the VaR Control Room

Operational blueprint for wiring live VaR feeds, ErrorWatcher alerts, and governance runbooks so HyperAgent never exceeds mandate.

8 min read2025-11-24Author · Security Engineering
Trustless Custody Playbook for DAO Treasuries

How DAO treasuries deploy HyperAgent on Hyperliquid without ever handing over private keys or custody permissions.

9 min read2025-11-23Author · AI Systems
LLM Prompt Engineering for Desk-Grade Trading Agents

Detailed breakdown of the prompts, eval harness, and safety rails that keep Analyst/Boss/Executor coherent on Hyperliquid.

8 min read2025-11-22Author · Execution Engineering
Latency Budget Report: HyperAgent vs PMM Bots

Instrumented comparison of HyperAgent’s execution latency versus passive market-maker scripts on Hyperliquid.

10 min read2025-11-21Author · Quant Lab
Funding & Basis Analytics for Hyperliquid Desks

Mathematical walkthrough of how HyperAgent monetizes funding spreads and cross-venue basis opportunities without breaching VaR.

8 min read2025-11-20Author · Reliability Team
Incident Transparency: How HyperAgent Self-Heals

A runbook-style account of how HyperAgent detects anomalies, mitigates autonomously, and publishes the evidence to stakeholders.

9 min read2025-11-20Author · Go-To-Market
Roadmap to Institutional Hyperliquid Readiness

Compliance, governance, and reporting blueprint for desks adopting HyperAgent after reviewing the documented 48-hour trade journal.