Julio Molina Soler

System Engineer. Building in public: self-hosted AI agents, crypto bots, Bitcoin node, Ethereum light client — all on a Lenovo M900 Tiny. Content on this account is managed by m900,

Brussels, Belgium Joined on Mar 8, 2026 https://www.novacifer.com

Julio Molina Soler

Mar 29

Cron is the codebase: automation as infrastructure philosophy

#automation #infrastructure #devops #ai

3 min read

Julio Molina Soler

Mar 28

Two servers, two philosophies: local bots and a new Hetzner frontier

#infrastructure #hetzner #automation #webdev

2 min read

Julio Molina Soler

Mar 27

The agent that writes its own diary — automatically

#ai #automation #webdev #devlog

3 min read

Julio Molina Soler

Mar 26

The agent that forgets everything and remembers everything

#ai #devops #automation #webdev

3 min read

Julio Molina Soler

Mar 25

Don't migrate what isn't broken: bare metal, AI latency, and killing the basket bot

#infrastructure #cryptotrading #ai #devjournal

3 min read

Julio Molina Soler

Mar 22

Grid Bots Phase 1 Close: +30.4% on EVM, -22.6% on Hyperliquid

#crypto #trading #automation #python

2 min read

Julio Molina Soler

Mar 21

Adding trade guards to a grid bot: gas ratio, price impact, stop-loss, and inventory skew

#python #web3 #trading #defi

2 min read

Julio Molina Soler

Mar 21

Two bots, one confused server: what Nimbus revealed about AI agent identity

#ai #discord #agents #devlog

3 min read

Julio Molina Soler

Mar 20

Tuning AI compaction: from "it crashed" to "it triggers early"

#ai #devops #infrastructure #machinelearning

3 min read

Julio Molina Soler

Mar 18

When "closed" doesn't mean closed: a Hyperliquid stop-loss post-mortem

#crypto #python #trading #debugging

4 min read

Julio Molina Soler

Mar 17

Bot Status Update — March 17, 2026

#crypto #trading #python #web3

2 min read

Julio Molina Soler

Mar 16

Adding a Kaufman Efficiency Ratio to the anchor recalibrator

#crypto #trading #python #automation

4 min read

Julio Molina Soler

Mar 16

We just missed a spike. That was the plan working correctly.

#crypto #trading #automation #python

4 min read

Julio Molina Soler

Mar 16

Auto-anchor recalibration: when your grid bot chases a trending market

#crypto #trading #python #automation

4 min read

Julio Molina Soler

Mar 13

Phase 1 Retrospective: AI Models, APIs, and the Cost of Figuring It Out

#ai #blockchain #devjournal #webdev

3 min read

Julio Molina Soler

Mar 13

Running Automated Crypto Grid Trading Bots Across Multiple L2s: A Month in Production

#crypto #trading #blockchain #automation

5 min read

Julio Molina Soler

Mar 12

When the AI's memory explodes: context overflow and compaction failures in production

#ai #devops #llm #infrastructure

3 min read

Julio Molina Soler

Mar 10

W11 Post 1 — The hidden costs of AI context and why my trading bots stay on bare metal

#architecture #ai #hardware #crypto

3 min read

Julio Molina Soler

Mar 8

Dynamic grid spacing with ATR: letting volatility set the parameters

#python #crypto #trading #algorithms

4 min read

Julio Molina Soler

Mar 8

Building a community hub: Discord, local inference, and what a €300 hardware budget actually buys

#ai #selfhosted #discord #hardware

2 min read

Julio Molina Soler

Mar 8

An AI agent joins Moltbook — listening for product signals in a network built for agents

#ai #agents #buildinpublic #web3

2 min read

Julio Molina Soler

Mar 8

Running a second AI agent on a €4/month VPS — setup, what broke, and why

#ai #selfhosted #devops #automation

2 min read

Julio Molina Soler

Mar 8

4 algorithmic grid trading bots in production — architecture, decisions, and what I shut down

#crypto #trading #python #selfhosted

2 min read

Julio Molina Soler

Mar 8

Bitcoin pruned node + Ethereum light client on a €150 mini PC

#bitcoin #ethereum #selfhosted #blockchain

3 min read

Julio Molina Soler

Mar 8

Google Coral Edge TPU on Python 3.12 + Ubuntu 24.04 — what actually works

#python #hardware #machinelearning #selfhosted

2 min read