Insights on AI, Cloud
& Modern Engineering
We write about AI agents, cloud architecture, cost optimization, and the tools we use every day to build software.
Build an MCP Server for Your SaaS: Claude Integration Guide with Auth, Billing & Multi-Tenancy
MCP crossed 110M monthly downloads in 2026. Your SaaS needs an MCP server so AI agents can interact with your product. Complete guide: OAuth 2.1, Streamable HTTP, multi-tenant isolation, billing metering, AWS deployment.
Ship 2x Faster with AI Coding Agents: A Practical Guide for Engineering Leaders
Top adopters nearly doubled weekly PRs (Jellyfish, 20M PRs studied). But median teams saw only 7.76% gain. The difference is workflow design, not tool selection. Complete rollout playbook with measurement framework.
How to Build a Charity Auction Platform: Complete Nonprofit Fundraising Guide
Build a custom charity auction platform that raises more than SaaS tools, keeps donor data in-house, and automates tax receipts. Mobile bidding can lift revenue up to 43%.
How to Build a Sustainable Fashion Auction Platform: Resale, Auth & Carbon Guide
Resale is a $393B market growing 4x faster than new apparel. Here is how to build an auction platform for sustainable fashion with AI authentication and real carbon tracking.
How to Build a Farm-to-Table Produce Auction Platform: Complete Guide
Perishables need real-time pricing. Build a Dutch and English auction platform for local produce that clears inventory, captures premium pricing, and pays farmers fairly.
How to Build a Fair-Royalty Art Auction Platform for Independent Artists
Galleries keep 30-50% and take months to pay. Build an artist-first auction platform with 85-92% payouts, resale royalties, and AI scraping protection from day one.
How to Build a Fair-Trade Artisan Cooperative Auction Platform: Complete Guide
Fair-trade needs auction mechanics. Build a cooperative-first platform with offline-first artisan tools, WFTO verification, and cross-border payouts via Stripe, Wise, and M-Pesa.
Google Antigravity Developer Guide: Features, Pricing & vs Cursor, Codex, Claude Code
Google Antigravity is the agent-first IDE built around multi-agent orchestration and a built-in Chromium browser. We cover Mission Control, pricing in 2026, MCP support, and how it stacks up against Cursor, Codex, Claude Code, and Kiro.
Kiro IDE Developer Guide: Specs, Hooks, Agents & Pricing for 2026
Kiro is AWS's spec-driven AI IDE. We break down EARS specs, event-driven hooks, sub-agents, MCP integration, pricing tiers, and how Kiro compares to Cursor, Claude Code, Codex, and Antigravity.
MCP Server Development Guide: Build Custom Servers for Claude, Gemma 4, Kiro & Hermes Agent
MCP is the USB-C port for AI. We cover how to build, secure, and deploy custom MCP servers in TypeScript and Python, wire them into Claude, Cursor, Kiro, Gemma 4, Hermes Agent, and OpenClaw, plus production security patterns.
Gemma 4 on AWS: Bedrock, SageMaker, Inferentia Deployment & Fine-Tuning Complete Guide
Gemma 4 is now on AWS SageMaker JumpStart, EC2, Inferentia2, and Bedrock Custom Model Import. We break down all four deployment paths, real costs at three traffic tiers, LoRA fine-tuning on SageMaker, and how to pick the right variant for production.
Meta Muse Spark API Pricing & Developer Guide: Access, Cost & How to Prepare
Muse Spark is Meta's first Superintelligence Labs model and it tops HealthBench Hard at 42.8. But the API is still private preview. We cover current access, pricing expectations, comparison with GPT-5.5 and Claude Opus 4.7, and how to architect for GA day.
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