m.
mescio
IT
What we do

Technical
services

Three areas, one criterion: understand the system before proposing solutions.

Software architecture and technical systems
consulting · development · applied AI
01
Architecture Consulting

Audit, tech debt, roadmap. Fractional CTO for teams without senior technical direction.

AuditFractional CTORoadmap
02
Software Development

Backend, APIs, web apps, WordPress plugins. Code built for production.

TypeScriptPythonAPI
03
AI with Controls

Agents, RAG, workflows with logging and guardrails. Real automations.

AgentsRAGLLM

Architecture & CTO

Code analysis and architecture

Technical debt isn't anyone's fault. Ignoring it has a measurable cost. We make it visible and manageable.

Codebase and system audit
Technical roadmap with explicit priorities
Team mentoring and code review
Data-informed stack decisions

Software for production

We build for real environments, not demos. Backend, APIs, integrations, WordPress plugins — maintainable code with tests and documentation.

Full-stack web applications with tests
Documented REST and GraphQL APIs
CRM / ERP / SaaS integrations
Advanced WordPress plugins and themes
Software development and code

AI systems with guardrails

Production AI agent architecture
INPUT data / request VALIDATION guardrails logging error handling LLM MODEL tool use / RAG memory OUTPUT verified · logged MONITORING / FEEDBACK LOOP
AI and automation in production

AI in production requires logging, validation and explicit quality criteria. We take a specific process, automate it with controls.

Agents with memory and tool use
RAG pipelines with reranking
n8n / Make automations on LLMs
Evaluation and quality checkpoints

The process

01 · Analysis
Understand the system

Free first call. We read the code, processes and real constraints before any proposal.

02 · Proposal
Precise scope

Defined milestones, detailed budget, written acceptance criteria. No surprises.

03 · Build
Code in production

Git from day one, continuous deployment, weekly updates. The code is yours.

04 · Verify
Explicit criteria

Each milestone verified against agreed criteria. Documented, transferable.

30 minutes free, no commitment.

Tell us the problem. We'll figure out if we can help — and if not, we'll say so straight away.

Book the call
Got a real technical problem?

Goal and constraints in 8–10 lines. Reply within 48 hours.

Write to us