14 articles
End-to-end walkthroughs for shipping a specific AI system: support bots, voice agents, document extraction, lead generation, meeting notes, code review, and more.
The architecture behind a real AI scheduling agent: calendar and inbox parsing, the tool-calling loop, conflict resolution, failure modes, and what it actually costs to build and run.
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Seven AI automation workflows for real estate agencies in 2026: lead qualification, listing copy, document handling, follow-up, and more, with build notes.
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What an AI receptionist actually does in 2026, the build-vs-buy math, and how to set one up that books appointments and answers calls without annoying callers.
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End-to-end AI voice agent on a real phone number. Twilio + ElevenLabs + GPT, with interruption handling, sub-800ms latency, and warm transfer.
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Build an AI meeting transcription and summary tool with Whisper, speaker diarization, and structured output. Self-hosted, private, customizable.
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Build a private AI email agent for Gmail or Outlook that triages, labels, drafts replies, and respects your tone - without sending without approval.
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End-to-end guide to building a production AI support bot with RAG, escalation logic, evals, and Intercom or Zendesk integration. Code included.
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A signal-based AI lead-gen tool - intent detection, enrichment, scoring, and outbound copy - built from scratch with the Vercel AI SDK.
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Build an LLM-powered document extraction pipeline for invoices, contracts, and forms. Layout-aware OCR, schema design, validation, human review.
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Build a bias-aware AI resume screener: structured extraction, rubric scoring, explanations, and the audit log that keeps recruiters confident.
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Build content moderation with the free OpenAI Moderation API, then layer custom classifiers and human review for edge cases.
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Build AI sales automation that scores intent, drafts context-aware outreach, and routes to humans - not another mass-email blaster.
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Build an internal AI knowledge assistant from Notion, Slack, Drive, and Linear. Permissions-aware, freshness-aware, citation-first.
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A pragmatic guide to building or installing an AI code reviewer for your PRs. CodeRabbit, PR-Agent, or your own GitHub Action - all compared.
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