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Notes from the build floor

Practical thinking on AI-assisted development, data, ERP, analytics, and the less glamorous parts of building systems that survive.

Published notes: 5
Topic groups: 3
Latest review: Jun 20, 2026

Showing all 5 articles.

Editorial scope

These notes share practical implementation patterns from Solutyics. Publication and review dates are shown on every article; examples describe approaches and tradeoffs rather than guaranteed outcomes.

AI-Assisted Development

Updated Jun 20, 2026

13 min read

The Spec Is the Source: Building Entire Systems with AI Coding Agents

Why spec-driven development gives AI coding agents the structure they need to build complete, maintainable software systems.

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Data Analytics

Updated Jan 12, 2026

2 min read

Banking Analytics: From Reporting to Decision Systems

How banks can use dashboards, risk analytics, customer segmentation, and predictive models to improve operational decisions.

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ERP

Updated Jan 8, 2026

2 min read

ERP Services in Pakistan: What Good Implementation Looks Like

A practical guide to ERP implementation, customization, migration, training, and operational adoption for Pakistani businesses.

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Public Sector

Updated Jan 5, 2026

2 min read

Public Sector Analytics: Better Data for Better Services

How public sector teams can use data platforms, dashboards, and analytics to improve transparency and service delivery.

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Sales Analytics

Updated Jan 2, 2026

2 min read

Sales Analytics: Turning CRM Data Into Revenue Decisions

How sales dashboards, forecasting, pipeline analytics, and customer segmentation help teams make better revenue decisions.

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