JaviMaligno

AI Agent Architect building multi-agent systems and MCP servers. I write about: • Multi-agent orchestration patterns • Model Context Protocol (MCP) development • AI compliance automation • Real-world

London Joined on Jan 8, 2026 https://www.javieraguilar.ai

Education

Mathematics & AI Systems

Work

AI Agent Architect at AGILabs

JaviMaligno

Jul 27

Where's the Ball? Part 2 — a 60-Kilobyte Model, Two Sports, and the Signal VLMs Miss

#ai #computervision #research

7 min read

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JaviMaligno

Jul 26

Routing Engineering

#ai #routing #agents #cost

7 min read

JaviMaligno

Jul 25

The Death of the Prompt Engineer

#ai #promptengineering #agents #trends

6 min read

JaviMaligno

Jul 24

Where's the Ball? Testing Whether a VLM Has a Spectator's Intuition

#ai #computervision #research

6 min read

JaviMaligno

Jul 23

Bring Your App to the Agent

#aiagents #mcp #softwaredesign

6 min read

JaviMaligno

Jul 22

Your Agent Doesn't Know What's Internal: Context Leakage in AI Workflows

#ai #agents #claudecode #workflow

7 min read

JaviMaligno

Jul 21

Writing a Research Paper with AI: Where Model Intelligence Actually Shows Up

#ai #research #writing #claude

7 min read

JaviMaligno

Jul 20

Teaching a Model a Language You Just Invented

#ai #machinelearning #evaluation #alignment

10 min read

JaviMaligno

Jul 19

A World Model Can Pass Every Test and Still Lose

#ai #machinelearning #testing #research

11 min read

JaviMaligno

Jul 17

Let the Loop Iterate: Restarting Only Pays If You Know What to Throw Away

#ai #agents #evaluation

8 min read

JaviMaligno

Jul 15

Repetition at the Edges of Language

#ai #machinelearning #evaluation #alignment

9 min read

JaviMaligno

Jul 12

Coding Agents and Teamwork: Social Skills, or Structure?

#ai #agents #evaluation

16 min read

JaviMaligno

Jul 8

Bootstrap the Environment, Not the Agent

#aiagents #clouddevelopment #automation #devex

6 min read

JaviMaligno

Jul 6

The Forgetting You Don't Measure

#ai #machinelearning #continuallearning #lora

7 min read

JaviMaligno

Jun 30

The Only Software You Need Is a Subscription

#ai #agents #software #engineering

6 min read

JaviMaligno

Jun 24

Results-Oriented Programming

#ai #software #engineering #testing

7 min read

JaviMaligno

Jun 23

How Much Should You Still Know?

#ai #cognitivedebt #claude #software

8 min read

JaviMaligno

Jun 17

Demos That Wow vs Demos That Work

#ai #product #engineering #demos

6 min read

JaviMaligno

Jun 16

When the Chat Builds Its Own Interface

#aiagents #generativeui #agui #conversationalai

6 min read

JaviMaligno

Jun 14

LLM-as-Judge Is Three Decisions

#aiagents #evals #llm #observability

6 min read

JaviMaligno

Apr 30

Building a Production DevOps Agent: From Slack to Kubernetes

#aiagents #devops #slack #kubernetes

7 min read

JaviMaligno

Apr 29

From Claude Artifact to Production PWA: Building VitaminD Explorer

#claude #pwa #nextjs #d3js

6 min read

JaviMaligno

Apr 25

Software Is Dissolving Into the Model

#ai #agentskills #generativeui #software

7 min read

JaviMaligno

Apr 14

The Real Skill in the Age of AI: Knowing When to Stop

#ai #developerproductivity #aiagents #workflow

4 min read

JaviMaligno

Mar 29

Playwright CLI vs Scripts: How AI Agents Should Test

#aiagents #playwright #testing #automation

6 min read

JaviMaligno

Mar 25

Writing an Essay with AI: Codex vs Claude Code

#ai #writing #claudecode #codex

6 min read

JaviMaligno

Mar 2

I Made a Product Demo Video Entirely with AI

#ai #automation #playwright #developerproductivity

8 min read

JaviMaligno

Feb 13

Beyond RAG: Building a Recursive Language Model to Process 1M Tokens

#ai #llm #toolcalling #rlm

15 min read

JaviMaligno

Feb 7

Scaling your Agentic Workflow: Claude Code Agent Teams in tmux

#claudecode #aiagents #tmux #workflow

3 min read

JaviMaligno

Feb 3

Is Claude a Co-Author? The Legal Debate No One Saw Coming

#ai #legal #copyright #claude

6 min read

JaviMaligno

Jan 8

Azure OpenAI's Content Filter: When Safety Theater Blocks Real Work

#ai #azure #openai #security

3 min read

JaviMaligno

Jan 8

Scaling Development with Parallel AI Agents

#ai #claudecode #automation #git

3 min read

JaviMaligno

Jan 8

TypeScript for AI Agents: From Friction to Flow with Sub-Agents

#ai #typescript #agents #architecture

5 min read

JaviMaligno

Jan 8

Creating a Custom Skill for Claude Code: Automating Bilingual Blog Writing

#claudecode #ai #automation #skills

3 min read

JaviMaligno

Jan 8

Building an MCP Server for Bitbucket: Connecting LLMs to Your DevOps Workflow

#mcp #bitbucket #devops #claude

2 min read

1 Week Community Wellness Streak

Writing Debut

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