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aiai agentsvibecoding

Why I Stopped Using Other People's AI Agents and Built My Own

The story of building Eva, a personal AI assistant that lives where my conversations already happen.

Mario
MarioApr 15, 2026
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Why I Stopped Using Other People's AI Agents and Built My Own
aiai agentsvibecoding

Why I Stopped Using Other People's AI Agents and Built My Own

The story of building Eva, a personal AI assistant that lives where my conversations already happen.

Mario
MarioApr 15, 2026
Fine-Tuning a Small LLM for Customer Support Pt. 1
layerxai & automation

Fine-Tuning a Small LLM for Customer Support Pt. 1

A hands-on guide to generating synthetic training data from FAQs, fine-tuning Qwen3-4B with LoRA on Apple Silicon, and serving the model locally with llama.cpp

Helder Vasconcelos
Helder VasconcelosApr 13, 2026
The Best Market Making Software for 2026: A Comparative Guide for Modern Trading Desks

The Best Market Making Software for 2026: A Comparative Guide for Modern Trading Desks

Compare top market making software platforms. Learn how Raytrade and all-in-one solutions outperform DIY stacks in deployment speed, risk controls, and hybrid CEX-DEX trading.

Carlos Mendes
Carlos MendesApr 10, 2026
Are We Building the Perfect Finance Infrastructure for Machines?
cryptoai automation

Are We Building the Perfect Finance Infrastructure for Machines?

After a week at EthCC Cannes 2026, a provocation: Web3's complex, unreadable interfaces aren't a UX failure, they're a feature.

Helder Vasconcelos
Helder VasconcelosApr 01, 2026
LayerX: The team that makes AI work inside your business
layerxai & automation

LayerX: The team that makes AI work inside your business

We're becoming the team that helps companies wire intelligence into what they already do.

Mario
MarioMar 25, 2026
Open innovation was the journey. AI was the destination.
aiopen innovationcompany strategyenterpreneurship

Open innovation was the journey. AI was the destination.

From running hackathons across Europe to deploying AI inside companies, this is what eight years of building actually taught me.

Mario
MarioMar 25, 2026
Meet Maria: How We Built a Support Agent That Actually Knows TAIKAI
layerxai & automation

Meet Maria: How We Built a Support Agent That Actually Knows TAIKAI

How TAIKAI built an AI support agent for under $5/month — from internal hackathon idea to product, replacing tools that cost over $100/month.

ickas
ickasMar 23, 2026
How I Built a McKinsey-Grade Venture Analyst in Claude Using 10 Custom Skills
ai & automationlayerxtrading

How I Built a McKinsey-Grade Venture Analyst in Claude Using 10 Custom Skills

I built a 10-skill analytical framework in Claude that evaluates business ideas with VC-grade rigor.

Mario
MarioMar 18, 2026
The 2026 Blueprint: How to Build an AI-Native Startup from Scratch
ai & automation

The 2026 Blueprint: How to Build an AI-Native Startup from Scratch

Learn how to build an AI-native startup in 2026 with practical strategies for vertical AI, agentic workflows, and achieving 20x productivity with lean teams.

Mario
MarioMar 13, 2026
Who Watches the Bots? Building Infrastructure for Agentic Trading at scale
tradingai & automation

Who Watches the Bots? Building Infrastructure for Agentic Trading at scale

RayTradeStudio, the platform purpose-built for deploying, monitoring, and optimizing algorithmic trading bots at scale. Multi-exchange support, real-time observability, and enterprise-grade security, the operational infrastructure autonomous bots demand.

Helder Vasconcelos
Helder VasconcelosFeb 25, 2026
Building an Automated Polymarket Trading Bot: A Research Journey
ai & automationtrading

Building an Automated Polymarket Trading Bot: A Research Journey

I Lost 37.81% Building a Trading Bot. Here's What I Learned.

Mario
MarioFeb 04, 2026
I'm a CEO Who Can't Code. Here's What I Shipped This Week.
layerxai & automation

I'm a CEO Who Can't Code. Here's What I Shipped This Week.

A non-technical CEO's honest guide of shipping real products using AI coding tools.

Mario
MarioJan 30, 2026
Big Broker Is Watching You: Why You Should Leave CEXes Before It’s Too Late
layerxcrypto

Big Broker Is Watching You: Why You Should Leave CEXes Before It’s Too Late

Centralized exchanges have become the mob bosses of crypto.

Mario
MarioJan 12, 2026
$TKAI to $LX swap is live
layerx

$TKAI to $LX swap is live

The LayerX token transition is officially live.

Carlos Mendes
Carlos MendesJan 07, 2026
The Agentic Shift: How AI Transformed LayerX Engineering Workflow
layerxai & automation

The Agentic Shift: How AI Transformed LayerX Engineering Workflow

From autocomplete to architectural partner, how reasoning models, terminal-based agents, and custom AI tooling transformed our engineering workflow at LayerX

Helder Vasconcelos
Helder VasconcelosDec 17, 2025