· 7 minMCP-First? I Still Believe the Future Is API-First.
Exploring why APIs will remain the stable foundation for software, even as MCP emerges as a new abstraction for AI agents.
API-firstMCPAI agentssoftware architecture
26 articles
· 7 min
· 4 minHAPI MCP Registry Available in the ChatGPT Ecosystem
The HAPI MCP Registry's acceptance in the OpenAI ecosystem is revolutionizing API and AI integration, enabling ChatGPT finding MCPs from the official MCP Registry.
ChatGPTOpenAI ecosystemAPI integrationAI agents
· 5 minAI Cost Optimization: Lessons from Database Applied
Discover how AI cost optimization strategies from database management can be applied to your AI projects. Learn about query optimization, indexing, and resource management to reduce costs while maintaining performance.
AI cost optimizationdatabase optimizationquery designsemantic caching
· 12 minAI Automation in Enterprises: The Shift from Experimentation to Operations
How large organizations are evolving their AI strategies from scattered experimentation to structured operational platforms, and why integration architecture is becoming the critical factor for success.
enterprise AIAI automationAI architectureAI governance
· 5 minThe Codex Desktop App: A Paradigm Shift in Developer Tooling
OpenAI's Codex desktop app introduces a new model of software development where developers orchestrate multiple AI agents working in parallel, marking a shift from traditional IDE-centric workflows to agent-driven coding environments.
OpenAI CodexAI agentsdeveloper toolingsoftware development
· 6 minThe Hidden Scaling Problem in MCP — And How to Fix It
Why Model Context Protocol (MCP) alone isn't enough for scalable AI agent integration, and how to provide the missing layer of standardization
Model Context ProtocolMCPAI agent integrationAPI standardization
· 11 min3-Legged OAuth2 for MCP Apps: Authorization Code Flow for ChatGPT and Claude
Learn how 3-Legged OAuth2 (Authorization Code + PKCE) secures MCP apps for ChatGPT and Claude, with token isolation, consent, and enterprise-ready patterns.
3 legged oauth2 mcpoauth authorization code flow mcpchatgpt claude oauth mcpmcp oauth pkce
· 6 minHow to Adopt MCP Without Creating Technical Debt
A practical guide to adopting MCP in enterprise environments without creating invisible technical debt.
· 6 minDeploying & Registering MCP Servers: Build Once, Run Everywhere
A comprehensive guide to self-hosting, deploying, and registering Model Context Protocol (MCP) servers using HAPI, Docker, and Cloudflare Workers.
mcpregistrydeploymenthapi
· 8 minWhat Is an Agent Skill? The Standard Unit for AI Agent Capabilities
Agent Skills define what AI agents can do with explicit, governable capabilities. Learn how Skills replace prompt-only behavior with structured, auditable execution.
agent skillsai agent capabilitiesmcp skillsagent skill definition
· 4 minMastering Skills: Your Gateway to Enhanced AI Capabilities
Unlock the full potential of AI with our comprehensive guide to Skills, empowering developers to create smarter, more efficient applications.
· 4 min
How to Deploy MCP Servers
A step-by-step guide to deploying MCP servers using HAPI CLI.
MCP deploymentHAPI CLICloudflare WorkersDocker
· 2 minMCP at Scale: Engineering the Future of AI Platforms
A deep dive series into the architectural challenges of running Model Context Protocol in production at enterprise scale.
· 12 minHow to Scale MCP to Thousands of Tools Without Destroying Your Budget
Strategies to manage token bloat in MCP systems as tool catalogs grow.
MCP ScalingToken BloatAI Platform DesignMCP token optimization
· 10 minSDKs are Dead: Embracing Agent Skills for Automation
Discover why traditional SDKs are becoming obsolete in the age of Agentic AI. Learn how Agent Skills enable smarter, more adaptable applications without rigid code structures.
future of sdk developmentai-powered automationreplacing sdks with aibuilding with agentic ai
· 6 minUnlocking Podcast Insights with MCP
Discover how the Lenny Rachitsky Podcast Transcripts MCP Server empowers marketers, product managers, and creators to extract insights and repurpose content effortlessly.
podcast transcript analysismcp for marketerslenny rachitsky podcast insightsai-powered content repurposing
· 5 minThe MCP Connect Authority: A Zero Trust Architecture for AI
Defining the MCP Connect Authority model: separating control-plane governance from data-plane traffic to enable secure, scalable, and decentralized AI systems.
mcpconnect authorityregistrymcp gateway
· 10 min
MCP Registry vs Gateway: Why Connect Authority Wins
Explore the differences between MCP Registries and Gateways, and understand why a Connect Authority is the superior choice for enabling secure, scalable MCP connections without a gateway.
mcpregistrygatewayconnect authority
· 4 min
Why a Registry + Connect Authority Beats a Gateway
A comparison of MCP Registry as a Connect Authority versus traditional MCP Gateway architectures.
mcpregistryconnect authoritygateway
· 9 minWhen Not to Use AI: Deterministic Workflows in Production Systems
Exploring why AI isn't always the right tool for every task in production systems, and how deterministic workflows can provide reliability and cost-efficiency.
AIDeterministic WorkflowsOpenAPIProduction Systems
· 6 minIntegrate the OpenAI UI SDK for ChatGPT With MCP in 60 Seconds
Step-by-step guide to turn any OpenAPI 3.0+ spec into a ChatGPT-ready MCP server using HAPI MCP and the OpenAI UI SDK. Fast deployment, validation, and optimization for Generative and Answer Engine search.
· 3 minComposable Architectures and the Future of AI Integration: Why MCP Is the Missing Link
Instead of rebuilding APIs, learn how composable architectures and MCP Gateways help enterprises move from API-First to AI-First.
Model Context ProtocolComposable AI architectureLLMsAPIs
· 5 minUsing OpenAI Response API for MCP Integration
A step-by-step guide to integrating OpenAI's Response API with Model Context Protocol (MCP) using HAPI Server.
Model Context ProtocolOpenAI Response APIHAPI ServerAPI Integration
· 6 minOpenAI SDK Meets MCP (Model Context Protocol)
A comprehensive guide on how to integrate OpenAI's SDK with MCP (Model Context Protocol) to enhance AI model interactions through dynamic tool calling.
OpenAI SDKModel Context ProtocolLLM Integration
· 4 minMCP Threats and Misleadings - Prompt Injection
An overview of threats and misleadings related to prompt injection in the context of MCP (Model Context Protocol).
· 10 minSwagger/OAS v4 Is out
Exploring the potential of OpenAPI Specification (OAS) v4 for AI tool integration and how it can complement Model Context Protocol (MCP).