SystemForge Software
documentation
Software Documentation: What Separates Professional Teams
How to document software effectively — what to document (and what not to), ADRs, READMEs that work, code comments, and API documentation.
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How to document software effectively — what to document (and what not to), ADRs, READMEs that work, code comments, and API documentation.
Real estate CRM requirements: property management, Zillow/Realtor.com/MLS integrations, digital contracts, and agent commission calculations.
How B2B e-commerce differs from B2C: per-customer price tables, order approvals, invoicing, credit terms, and profile-restricted catalogs.
How to monitor APIs in production -- p50/p95/p99 latency, error rate, PagerDuty alerts, distributed tracing with OpenTelemetry, and Grafana dashboards.
What vector databases are, when to use them, and a practical comparison of Pinecone, Weaviate, pgvector, and Chroma with code examples.
How to write copy for tech products that non-technical buyers understand and want to purchase — messaging frameworks, headlines, and feature descriptions.
Strategies for integrating legacy systems (COBOL, Oracle, SAP) with modern applications — API gateway, database sync, and event bridging without big bang migration.
When to build a marketplace and when a simple e-commerce store is enough — business model analysis, technical complexity, and scale potential.
How to evaluate and choose between GPT-4o, Claude, Gemini, and open-source models — benchmarks, cost per token, context window, speed, and ideal use cases.
How to instrument B2B SaaS onboarding to measure activation by role, identify drop-offs, and trigger human interventions at the right moment.
How to use OpenAI's Whisper for automatic transcription of meetings, customer service calls, and video content with high accuracy.
Technical decisions for delivery apps — real-time tracking with WebSockets, background geolocation, order status notifications, and state management.
