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243 launch guides · 2601 reviewed steps
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AI/ML · Services & Applications · Security

Build a Gmail email triage and reply-draft bot with human approval

Build a single-mailbox production reference that incrementally reads Gmail, classifies untrusted messages, treats attachments as quarantined metadata, prepares bounded reply proposals, and creates—but never sends—a Gmail draft only after an identified reviewer approves the exact proposal.
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caution260 minadvanced14 stepsGmail API

AI/ML · Software Engineering · Security

Build and test a ChatGPT app with MCP, UI, and authentication

Build a ChatGPT-compatible MCP service with read and write tools, an optional sandboxed UI component, OAuth-aware authorization, privacy disclosures, host testing, and an evidence-backed submission checklist.
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caution180 minadvanced10 stepsNode.js

AI/ML · Services & Applications · Identity & Access · Software Engineering · Security

Build a production Slack bot with streaming and human escalation

Build a multi-workspace Slack support bot with OAuth installation, Slack-signed Events API and interaction handling, slash commands, durable delivery deduplication, channel allowlists, isolated thread memory, OpenAI streaming through Slack's native chat stream methods, bounded rate-limit retries, explicit two-step human escalation, encrypted installation storage, observability, export, rollback and teardown.
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caution300 minadvanced14 stepsNode.js

AI/ML · Security · Software Engineering

Connect an AI coding assistant to MCP servers and review permissions before enabling tools

Evaluate an MCP server as executable supply chain and delegated authority, pin its identity, constrain a local runtime or verify a remote trust endpoint, configure a positive tool allowlist, review OAuth scopes, observe real effects, test prompt injection, set per-tool approvals and rehearse complete removal.
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caution180 minintermediate10 stepsCodex desktop, CLI, or IDE extension

AI/ML · Security · DevOps & CI/CD

Build a secure MCP server with tools, resources, prompts, OAuth, and least-privilege scopes

Design and deploy a remote TypeScript Model Context Protocol server whose tools, resources and prompts have closed schemas, per-handler authorization, OAuth protected-resource discovery, exact audience and scope validation, isolated downstream credentials, bounded transport, audit evidence and a rehearsed rollback.
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caution300 minadvanced11 stepsModel Context Protocol