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Notes from building products and client work: process, decisions, technical detail.

When to automate a business process and when to clean it up first
AI
3 min read

When to automate a business process and when to clean it up first

A practical guide to when to automate a business process and when to clean it up first: first-stage scope, business risks and success metrics.

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Management report automation: getting timely data without manual file assembly
AI
3 min read

Management report automation: getting timely data without manual file assembly

A practical guide to management report automation: getting timely data without manual file assembly: first-stage scope, business risks and success metrics.

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When AI makes business sense and when it is just an expensive add-on
AI
3 min read

When AI makes business sense and when it is just an expensive add-on

A practical guide to when ai makes business sense and when it is just an expensive add-on: first-stage scope, business risks and success metrics.

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Internal AI assistant: where it really helps and how to implement it safely
AI
4 min read

Internal AI assistant: where it really helps and how to implement it safely

A practical guide to marketplace MVP scope: essential features, operational risks and metrics that validate the business model.

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Recurring report automation: how to save time without losing control of data
AI
7 min read

Recurring report automation: how to save time without losing control of data

A practical guide to automating recurring reports with clear validation, reliable integrations, and full visibility into data quality.

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Document workflow system: how to design approvals, roles and change history
AI
10 min read

Document workflow system: how to design approvals, roles and change history

How to design a document workflow system in a company: roles, approval paths, audit trail, exceptions and an MVP scope that actually improves operations.

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AI automations in a software house: from proposals to QA and reporting
AI
9 min read

AI automations in a software house: from proposals to QA and reporting

A practical rollout guide for software house automation across presales, delivery, QA, and reporting with process-first governance.

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Lead automation: form, scoring, CRM and follow-up in 24h
AI
5 min read

Lead automation: form, scoring, CRM and follow-up in 24h

A practical blueprint for lead automation: from form capture and validation, through scoring and CRM routing, to a 24-hour follow-up — with checklists and implementation pitfalls.

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RAG in a company: build a knowledge search with permissions and auth
AI
5 min read

RAG in a company: build a knowledge search with permissions and auth

A practical guide to building a company knowledge search using RAG (LLM + retrieval) with proper authentication, access control, auditing and quality guardrails.

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AI in product: how to start with a simple MVP and avoid burning budget
AI
6 min read

AI in product: how to start with a simple MVP and avoid burning budget

A practical playbook for shipping AI features: from problem selection and data readiness, through MVP and metrics, to a stable 1.0 release — without turning it into endless R&D.

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How to automate WordPress article publishing (AI + API) without sacrificing quality
AI
5 min read

How to automate WordPress article publishing (AI + API) without sacrificing quality

A practical guide to automating WordPress article publishing using an AI generator and the WP REST API, with quality gates, Polylang translations, Unsplash featured images, and mandatory internal linking.

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How Replit and CHDR.tech Are Accelerating Cloud Application Development in 2025
AI
3 min read

How Replit and CHDR.tech Are Accelerating Cloud Application Development in 2025

In a world where companies must respond to market changes in days rather than months, software deployment time has become a key competitive advantage.The Replit platform enables cloud-based application development without complex environment setup, and CHDR.tech helps companies implement it in ways that maximize efficiency and minimize costs.

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