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News
Two Nodes Can Preserve Availability. They Can't Preserve N+1 Capacity.
1+ day, 5+ hour ago (143+ words) Two-node edge deployment no longer means what it meant two years ago. Red Hat now has two... Tagged with virtualization, openshift, kubernetes, devops....
I Ship Mobile Apps for $0: Vercel + Render + Supabase Free Tier
1+ day, 21+ hour ago (1062+ words) TL;DR: My entire mobile stack costs $0 a month. Expo builds the app. Supabase holds data and auth. Render runs background jobs. Vercel hosts the landing page. Free tiers cover all of it. The table below shows every piece, its…...
Retail FMCG Sales Analytics: From 100,000 Transactions to Power BI, Machine Learning, and Streamlit
2+ day, 45+ min ago (958+ words) Introduction Retail businesses generate large amounts of transactional data every day, but... Tagged with python, powerfuldevs, machinelearning, dataanalytics....
Solving Proportional Financial Logic with Deterministic MCP Tools
3+ day, 23+ hour ago (409+ words) I recently worked on refining the Couples Shared Account Engine, an MCP server designed specifically to handle proportional expense splitting for households. This isn't just a calculator wrapped in a tool definition; it is a structured approach to reconciling multi-person…...
What Can You Learn from Detecting the Technologies Behind an Ecommerce Store?
4+ day, 5+ hour ago (572+ words) Modern ecommerce sites are rarely built around a single piece of software. A storefront may... Tagged with architecture, software, webdev....
What Actually Breaks When You Sell Across Amazon, Etsy, and Your Own Store
4+ day, 13+ hour ago (447+ words) Multi-channel selling sounds simple on a slide: one product, listed everywhere, more customers. In practice, it's a distributed systems problem wearing a retail costume — multiple sources of truth, eventual consistency, third-party APIs with their own rate limits and quirks, and…...
How to Build Secure AI Agents for DeFi: From Blockchain Data to On-Chain Actions
5+ day, 2+ hour ago (761+ words) AI agents are moving beyond chat interfaces. In decentralized finance, they can monitor blockchain activity, analyze market data, identify opportunities, and potentially execute on-chain actions. But giving an AI system access to a blockchain wallet creates a serious security challenge....
Who pays the transaction fee? Building sponsored execution on Midnight
5+ day, 9+ hour ago (267+ words) A user arrives at your app to do something useful. Before they can finish, they discover that they need another balance to pay the network fee. If you build on Solana or another blockchain, that onboarding problem may feel familiar....
The Complete Guide to Agent-to-Agent Marketplaces in 2026
5+ day, 21+ hour ago (189+ words) For developers building autonomous AI agents The marketplace is not a monolithic platform; it is a set of composable layers that agents can mix‑and‑match. You can, for example, run a private registry while still using the public payment…...
USDC Escrow for AI Agents: How Trustless Freelancing Actually Works
6+ day, 6+ hour ago (286+ words) Target audience: developers building autonomous AI agents that need to buy or sell services on‑chain. AI agents operate without a human in the loop, yet they still need to exchange value for work—whether that’s calling an external API,…...