Blog
Technical notes & production insights.
Methodology, software architecture, AI in production: our hands-on feedback, without unnecessary jargon.

Jul 03, 2026 · AI · 10 min
Claude comes to Slack: AI gadget or the start of agents as team members?
Claude comes to Slack: what this means for AI agents, team workflows, and enterprise AI governance.
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Jul 03, 2026 · Automation · 11 min
AI Agent or Automation: How to Choose the Right Solution for Your Business?
AI agent or automation? Understand which solution to choose based on your processes, risks, and AI maturity level.
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Jun 30, 2026 · AI · 8 min
Onyx: A serious solution for enterprise RAG deployment?
Onyx helps CIOs deploy enterprise RAG connected to internal data, with search, connectors, and permissions.
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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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