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Insights, updates, and engineering stories about AI, SaaS, security, and infrastructure.

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Latest posts

Analysis and engineering notes on AI, architecture, delivery, and search.

April 7, 2026

When the Database Started Batching, the Queue Lost an Argument

ClickHouse 26.3 LTS batches small inserts inside the server, and two identical-looking OKs can now mean disk or memory

ClickHouse 26.3 LTS turns asynchronous inserts on by default: the change merged on 4 March and shipped in the LTS tag on 27 March. Write batching moved from the client into the server. The harder consequence is that what a returned OK is entitled to promise is now a setting, adjustable per query, and the response does not say which way it was set.

Ihor K

CEO

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March 26, 2026

When the Agent Can Drive the Machine, Review Becomes the Bottleneck

Doubling the fleet of agents takes an afternoon; doubling the number of changes a week a team can genuinely accept takes a refactor

Coding agents that open a browser, run a test suite and click through a UI deliver far more verified change per hour than a team can decide on. Review capacity is the binding constraint, it is measured in headcount, and architecture is the term that sets what one review costs.

Ihor K

CEO

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February 15, 2026

Top Tech Trends in Early 2026

Deep strategic review of technology trends 2026, AI strategy, and GEO vs SEO for production teams

This article analyzes top tech trends in early 2026 through architecture, delivery, and growth lenses. We connect technology trends 2026, AI strategy, and GEO vs SEO with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Ihor K

CEO

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February 14, 2026

How AI Accelerates MVP Development by 3x

Deep strategic review of AI MVP development, rapid prototyping, and code generation workflow for production teams

This article analyzes how ai accelerates mvp development by 3x through architecture, delivery, and growth lenses. We connect AI MVP development, rapid prototyping, and code generation workflow with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Ihor K

CEO

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February 13, 2026

Answer Engines Replace Link Search

Deep strategic review of answer engines, AI search future, and linkless search for production teams

This article analyzes answer engines replace link search through architecture, delivery, and growth lenses. We connect answer engines, AI search future, and linkless search with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Valeria O

CTO

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February 12, 2026

IaC + AI for DevOps Config Generation

Deep strategic review of Infrastructure as Code, AI DevOps, and Terraform automation for production teams

This article analyzes iac + ai for devops config generation through architecture, delivery, and growth lenses. We connect Infrastructure as Code, AI DevOps, and Terraform automation with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Maxim B

AI Specialist

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