AI STATE REPORTS

When you need reliable information backed by real-world experience

We focus on differences that make a difference

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    Optimizing the Cost of AI Coding Agents
    An analysis of operational data and cost forecasts following GitHub Copilot's transition to usage-based billing.

    How to reduce the cost of AI-assisted coding by 85% without compromising code quality. Results from enterprise-class systems, validated across 9,092 developer sessions.

    Target audience: directors / executive management
    Date: July 1, 2026
    Reporting period: June 2026 – full 30-day cycle

    Bottega author:

    Michał Michaluk

    Related custom training courses:

    Artificial Intelligence in the Software Development Process

    Related services:

    AI-SDLC

Bottega Experts

Sławomir Sobótka

Jakub Nabrdalik

Technical mentors

We are commited to our supporting role.

Every trainer and expert who works for Bottega has been handpicked from the upper echelons of the industry. All of our experts possess 10+ years of experience and a wide reange of adaptation possibilities combined with deep specialization in one field.

Łukasz Szydło

Mariusz Gil

We strongly belive in our two-pillar competence model: a strong technical pillar coupled with a strong support pillar that consists of soft skills, educational talent, charisma and strategic thinking.

Meet all of us

Consulting services

Complete AI Software Development Life Cycle

When you want to cut through the hype and focus on practices that actually work.

A comprehensive implementation of AI-assisted software engineering. From architecture and requirements, through coding, all the way to infrastructure. With a strong focus on cost efficiency.

Project Kick-off

When you start a new project or refactor a legacy system.

Tap the knowledge of our experts to plan a strategy for reaching your goals. Our hands-on mentors will facilitate the implementation of well-crafted technical solution.

Architecture audits

When you are stuck at exploring available options or analysing causes of the current situation.

Together, we define architectural goals and quality attributes.

Team Mentoring

When your team needs organisational and technical patterns.

Hands on mentoring helps your team to focus on goals and keep them in sight.

Leadership coaching

When your team rotates dynamically.

Each new member needs a technical leader whom he follows. Can technical proficiency ber combined with leadership skills? To some degree, yes; we can develop these skills.

Performance Tuning

When you need an expert intervention on various levels: operating system, database, virtual machine, UI.

We offer a broad pectrum of expertise: JVM, .NET, PHP, JS, Oracle, MSSQL, DevOps.

Bottega in numbers

Summary of 15 years of training, counseling and community activity.

78

Trainers employed We cover almost whole technological landscape.

451

Clients served From small to largest in the IT industry

12150

Training days completed Experience that builds our trainers.

43168

IT proffesionals trained Gives us real impact on state of the art of the industry.

Trainers and experts We gather distinguish veterans.

It's all about quality All our clients return to us when new needs arise.

Continous improvement Each training session is individually crafted not delivered by routine.

Fans, not clients We strive to build a close relationship with every trainee.

OurClients

As engineers, we consider our growing number of returning clients to be the most important indicator of our success.

The idea of Bottega

Bottega is a modern revival of the Renaissance idea of an atelier in which journeymen can refine their craftsmanship under the guidance of a mentor.

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