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Guides topic
AI for developers and AI automation for businesses: practical guides, working examples and honest limitations.
Tutorial
Per-user and per-tenant AI budgets with soft and hard caps, pre-flight token counts, an atomic reserve-and-settle ledger, provider spend limits and graceful degradation.
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Comparison
Prompting fixes instructions, RAG fixes missing facts, fine-tuning fixes cost at volume. A decision guide with 2026 fine-tuning availability, prices and worked costs.
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Tutorial
A tested Next.js and AI SDK 7 chat: streaming replies, provider fallbacks, user-scoped tool calls, rate limits, validation and accessible live announcements.
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Tutorial
AI drafts, brand rules in code, approval bound to exact content, real X, LinkedIn and Meta API limits, and a Laravel job that retries safely without double-posting.
By Cloudsoft Zone
Tutorial
Extract supplier invoices with AI, check totals in code, catch duplicates and bank-detail changes, and post draft bills to Xero or QuickBooks for approval.
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Tutorial
Build a remote MCP server in NestJS with the MCP TypeScript SDK v2: audience-checked tokens, RFC 9728 metadata, scope-filtered tools, strict inputs and real-client tests.
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Tutorial
Trace every agent run, model call and tool call with OpenTelemetry GenAI conventions, record tokens and cost as metrics, redact prompts, and alert on the failures that matter.
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Tutorial
How AI agents remember: context windows, rolling summaries, explicit facts and vector recall, what providers now offer, and a tested memory layer with deletion.
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Where AI helps schools, colleges and universities, where people must decide, and the FERPA, GDPR, EU AI Act and accessibility rules that shape every design.
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Architecture guide
Build an AI assistant over company documents that respects source permissions: copy ACLs, filter every search by group, keep access fresh and cite sources.
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Tutorial
Make queued AI jobs in Laravel 13 safe to dispatch twice, retry and rate-limit: ShouldBeUnique, WithoutOverlapping, RateLimited, store-once results and Horizon.
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Tutorial
Give an AI agent read access to business data without handing it your database: parameterised tools, a read-only role, row-level security, masked views, limits and audit.
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