AI Agents in Production 2026: My CAPCOM/MCC Architecture
How to architect a multi-agent system that maintains deterministic state, prevents context drift, and operates reliably in production across 4 tech brands.
Go From Zero To Building
Real AI Systems
In Production
I do this in production across 4 tech brands, not as a textbook consultant. Practical code, database schemas, and autonomous AI agent architectures without marketing fluff or vendor lock-in.
TECHNOLOGY ECOSYSTEM
Databases & Cloud in Production
Engines and cloud platforms where I design architecture, migrate data, and optimize queries with zero performance compromises.
OracleRDBMS & Enterprise
Microsoft SQL ServerRelational Database
MySQLOpen Source RDBMS
PostgreSQLAdvanced SQL & pgvector
MariaDBDistributed SQL
AWSCloud Infrastructure
AzureEnterprise Cloud
Google CloudAI & Cloud Platform
“I don't write articles about what is ‘worth considering’. I write about what I deployed on Tuesday in DBAdmin, what schema I stress-tested in LabAI, and how many tokens I saved in the CAPCOM architecture.”
ECOSYSTEM 04_AREA
4 Tech Brands — Real-World Testing Grounds
Everything I recommend is battle-tested in production across my own companies first.
AI Agents002-LABAI
LabAI
Production-grade autonomous AI agents, CAPCOM multi-agent systems, and business process automation for engineering teams.
Productivity003-TIME
Anatomia Czasu
Cognitive performance, deep work operating frameworks, and hyper-focused routines for technical founders and leaders.
Modern Web004-JZSI
Jak Zbudować Stronę
Modern web architecture, headless CMS engineering, Astro, and edge performance optimization.
DBA & Postgres005-DBA
DBAdmin
Enterprise PostgreSQL & Oracle database administration, high-availability clusters, query tuning, and zero-downtime migrations.
PRODUCTION JOURNAL, NOT A COURSE
Latest Analyses & Schemas from Production
Real case studies: PostgreSQL, pgvector, autonomous agents, and high-performance web.
Astro vs Next.js in 2026: Why We Picked Astro for Production Web Systems
An architectural comparison between Astro and Next.js for content platforms, headless CMS integration, and eliminating JavaScript bundle bloat.
DIRECT ARCHITECTURAL CONTACT
Get in Touch With Me
Facing an architectural challenge with PostgreSQL/Oracle databases, multi-agent AI integration, or modern edge web? Drop me a message — your inquiry goes straight to my Chatwoot system.