Meta is developing a cloud infrastructure business called Meta Compute to rent out unused AI computing power, potentially competing with AWS, CoreWeave, and Lambda. The initiative, still in early stag…
A developer proposes a cost-optimized architecture for multi-tenant SaaS on AWS that demotes Aurora PostgreSQL from the center of every request to a thin control plane, allowing it to sleep when idle.…
A developer built Kajota Pulse, a Bloomberg-terminal-style dashboard for African micro-commerce co-sellers that uses Gemini 2.5 Flash to recommend what stock to buy. The app runs on the 'zero stack'—V…
Nod, an approval API for AI agents, scripts, and workflows, was built on Vercel with Amazon Aurora PostgreSQL as its database. The web app's dashboard allows teams to manage approvals, while Aurora en…
Solace, an AI patient intake and triage app for emergency departments, runs on AWS managed services with human-facing apps on Vercel. The stack includes Lambda (FastAPI on ARM64), DynamoDB, S3, Bedroc…
Two funding rounds in one week signal that agent evaluation and simulation have become a market category. Patronus AI closed a $50 million round to build digital worlds for stress-testing AI agents, w…
A developer built a real-time AI recommendation agent using AWS Bedrock, Kinesis, DynamoDB, and S3. The system reacts to streaming user behavior within seconds, updating recommendation sets asynchrono…
AWS released the GenAI for Ops Demo Library, a collection of 12 deployable code samples that demonstrate how generative AI can solve operational challenges in security, cost optimization, resilience, …
A developer who completed the Udacity AWS Machine Learning Engineer Nanodegree reports that the program focuses on deploying and operationalizing ML models on Amazon SageMaker rather than ML theory. T…
A developer encountered a complete deployment failure of a serverless AI application on AWS due to a DNS resolution error. The error EAI_AGAIN indicated a temporary DNS lookup failure on the local mac…
AWS veteran and DynamoDB, Lambda, and API Gateway builder Randall Hunt reflects on 20 years of making developers' lives easier, now applying lessons to agentic AI. He advocates spec-driven development…
AWS launched Blocks, an open-source TypeScript framework in public preview, designed for AI agents to build backends with local-first development and zero-infrastructure-code deployment to AWS service…
A developer building an email agent on Nylas Agent Accounts shares idempotency lessons learned from handling duplicate webhook deliveries. The post details a stack of mechanisms—atomic deduplication, …
AWS Summit New York opens tomorrow at Javits Center, unveiling Kiro Pro Max at $100/month, new Amazon Bedrock AgentCore capabilities, and Gemma 4 models on Bedrock. The announcements signal AWS's inte…
Researchers from Aalto University and the University of Waterloo introduced Locket, a feature-locking technique for large language models that enables pay-to-unlock schemes by restricting specific mod…
A developer built Quorum, a multi-region database application, by directing Claude Code, an AI coding agent, under the governance of an append-only architecture decision log. The log, containing numbe…
Anthropic launched cron-based scheduling and credential vaults for Claude Managed Agents on June 9, enabling automated recurring agent runs without external infrastructure and secure secret injection …
Amazon Bedrock users can now monitor model performance, latency, error rates, and usage trends by integrating OpenTelemetry with SigNoz. The open-source observability framework exports logs, traces, a…
A developer built a static site using Astro, hosted on S3 with CloudFront, and DNS through Cloudflare, achieving a total cost under $5/month. The setup includes a 15-line CloudFront Function to fix su…
Nvidia announced its new Vera CPU at Computex on Monday, designed specifically for AI agent workloads such as tool use and code processing, claiming it completes tasks 1.8x faster than traditional x86…