DiegoVallejo

Diego Vallejo

Blog

Análisis y reflexiones sobre tecnología, lenguaje y pensamiento

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14 artículos

Latest

Deconstructing the Hive Mind: The Multi-Agent Topology of POLARIS

How Policy Optimization via Layered Agent Recursive Inference Search enforces determinism through agent isolation.

aiMulti-Agent SystemsTypeScriptarchitecture

I’ve Been Using Devin/Windsurf All Week: It’s the Synergy, Not the Automation

Reflections after orchestrating a dozen minor side projects. Here is what we missed in the tutorial: the paradigm shift from reactive assistance to proactive predictive engineering.

aiessayengineering

Desbloqueando el Valor Real de la IA: Protocolos de Ingeniería para un ROI Medible y Escalable

Superando el 80%+ de fracaso en proyectos de IA: Una arquitectura estructural para transformar la experimentación corporativa en rendimiento empírico, contable y defendible en el P&L.

aiengineeringstrategy

AI Devs Now: What Tools Are Trending Right Now (June 2026)

An empirical analysis of the mid-2026 development stack: from AI-native IDEs and autonomous orchestration to agentic DevSecOps.

aiengineering

La Ansiedad como Simulación Estocástica: Formalización del Control y el Rendimiento

Sustituyendo la rumiación psicológica por un modelo matemático: Teoría de Prospectos, entropía de Shannon y optimización no lineal para entender la incertidumbre.

essay

Hardware as Memory, Software as Files: The Axioms of System Architecture

Eradicating opaque abstractions by aligning software design with empirical system realities.

architecture

Getting Up to Date with React

A chronological tour of every major React feature — from JSX to Server Components — with live demos you can play with.

reactfrontend

The TypeScript Wizard Cheat Sheet: Beyond `any`

A reference for conditional types, inference, branded primitives, and template literal magic. Strict mode only.

typescript

Deterministic Event Pipelines for AI Agents

Why `while(true)` is technical debt, and how to implement O(1) event dispatching for scalable agent systems in Node.js.

aiarchitectureengineeringtypescript

Stop Building Form Monsters: A Battle-Tested Guide to Sequential UX

Ditch the monolithic form for a state-driven, accessible multi-step architecture that scales.

accessibilityux

Deterministic Mutation: Implementing Transactional State in React

Moving beyond naive useState hooks to handle complex data flows and atomic dirty-state validation.

reactfrontend

Prompt Engineering Is Deprecated: The Era of Systemic Constraint

Why natural language persuasion fails in production AI pipelines and how to implement strict logical boundaries via schema enforcement and logit bias.

ai

Neuro-Glial AI Architecture

Architectural Redefinition: From Synaptocentric to Hybrid Models.

aiarchitecture

Accessibility Is Not a Feature: It Is the Foundation of the Web

Why A11y compliance must be a development axiom, not a post-production patch.

accessibilityfrontend