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62 articles
TutorialNode.js
Run slow AI jobs outside the request: idempotent job IDs, progress, retries that skip finished chunks, provider rate limits, cancellation and SSE or webhooks.
By Cloudsoft Zone
TutorialAI and Automation
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.
By Cloudsoft Zone
ComparisonAI and Automation
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.
By Cloudsoft Zone
TutorialJavaScript
A tested Next.js and AI SDK 7 chat: streaming replies, provider fallbacks, user-scoped tool calls, rate limits, validation and accessible live announcements.
By Cloudsoft Zone
TutorialAI and Automation
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.
By Cloudsoft Zone
TutorialNode.js
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.
By Cloudsoft Zone
TutorialAI and Automation
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.
By Cloudsoft Zone
TutorialAI and Automation
How AI agents remember: context windows, rolling summaries, explicit facts and vector recall, what providers now offer, and a tested memory layer with deletion.
By Cloudsoft Zone
Troubleshooting guideDevelopment
The NestJS dependency error names a provider, an index and a module. Read it, then fix missing exports, interface tokens, circular imports and ESM traps.
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Architecture guideAI and Automation
Build an AI assistant over company documents that respects source permissions: copy ACLs, filter every search by group, keep access fresh and cite sources.
By Cloudsoft Zone
TutorialSaaS and Cloud
Put your app behind nginx with a free Let's Encrypt certificate on Ubuntu 24.04: tested config, HTTP/2, WebSockets, and renewal ready for shorter lifetimes.
By Cloudsoft Zone
TutorialAI and Automation
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.
By Cloudsoft Zone
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