Blog
Technical notes & production insights.
Methodology, software architecture, AI in production: our hands-on feedback, without unnecessary jargon.
Jun 24, 2026 · AI · 9 min
Vibe coding: AI prototype or real product?
A vibe coding AI prototype quickly validates an idea. Before production, audit architecture, security, data, and maintainability.
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Jun 24, 2026 · AI · 10 min
Shadow AI: Regaining Control Without Blocking Teams
Shadow AI reveals genuine business needs. Here’s how to frame, secure, and leverage these AI uses without hindering teams.
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Jun 15, 2026 · Web development · 5 min
Modernizing a legacy application without rewriting everything
Rewriting from scratch is risky and time-consuming. How to modernize a legacy application step by step—using strangler, encapsulation, or replatforming—without a big bang.
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Jun 15, 2026 · AI · 5 min
AI and legacy code: migrating and documenting existing systems
AI reads, explains, documents, and helps migrate legacy code—provided it’s properly supervised. Our approach: AI accelerates, engineering decides.
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Jun 15, 2026 · Web development · 5 min
Technical debt: is your internal application at risk?
Sluggish performance, fear of modifying the code, reliance on a single person: the warning signs of risky technical debt in your internal application, and what an audit reveals.
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Jun 15, 2026 · AI · 6 min
Open WebUI: the self-hosted interface for your LLMs
The open-source, self-hosted interface that brings the ChatGPT experience to your own models—local or cloud, with built-in RAG, under your control.
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Jun 11, 2026 · Web development · 5 min
KYC and AML for a marketplace: how to avoid getting blocked
A marketplace handles third-party funds: KYC and AML are mandatory. The practical building blocks and the pitfall of addressing them too late.
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Jun 11, 2026 · AI · 6 min
LangChain, LangGraph, LlamaIndex: Which Framework for Your AI?
LangChain for quick assembly, LangGraph for stateful agents, LlamaIndex for document RAG—or none at all. How to decide.
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Jun 11, 2026 · Web development · 5 min
Algolia or Meilisearch: the search that converts
Slow or imprecise search means lost sales. Algolia is managed and feature-rich, Meilisearch is open source and sovereign: how to choose.
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