Developer Siddharth (Sidd27) built Infrawise, an open-source tool that detects a subtle AWS Lambda bug where batch consumers correctly build a batchItemFailures array but the event source mapping lack…
AWS Lambda raised its per-account code storage limit from 75GB to 300GB per Region and introduced a new REFERENCE mode that lets functions point directly to S3 objects, bypassing the quota entirely, e…
Amazon Bedrock Model Evaluation enables teams to compare foundation models with data instead of guesswork, offering automatic metrics and LLM-as-a-Judge modes. A hands-on guide demonstrates building a…
Amazon Web Services (AWS) introduced a query-aware compression pattern for Amazon Bedrock that reduces input tokens sent to foundation models in Retrieval Augmented Generation (RAG) applications, cutt…
SigNoz published a guide for monitoring AWS Lambda MicroVMs with the OpenTelemetry Collector, which scrapes host metrics, tails logs, and exports telemetry to SigNoz. The Collector is baked into the M…
Amazon Web Services (AWS) introduced three asynchronous invocation patterns for Amazon Bedrock AgentCore agents in serverless pipelines to eliminate idle compute costs, where a blocking caller such as…
Anthropic's Claude Code Assist leverages structured output to generate organized, readable code that integrates easily into existing projects. The feature uses embeddings to understand context and can…
Pipe, a language-embedded agent sandbox, distinguishes itself by placing sandbox control inside the programming language itself, with ratchet semantics that prevent privilege escalation, structural ga…
Docker Sandboxes is a local developer-workstation tool that mounts the user's filesystem and runs microVMs on their own hardware, while E2B and Cloudflare Sandbox SDK are cloud-hosted, API-driven serv…
A developer has released two open-source projects that enable building lightweight and streamable MCP servers on AWS Lambda with Python. The projects, modmex-lambda and an unnamed companion, allow app…
Docker's new Docker Sandboxes product runs AI coding agents such as Claude Code, Codex CLI, Copilot CLI, Kiro, and OpenCode inside dedicated microVMs with custom VMMs, providing hardware-level isolati…
Nitpicler, an open-source self-hosted AI code review tool, delivers PR reviews in under 30 seconds by sending only the diff to the LLM, and can be deployed on AWS Lambda, Cloudflare Workers, or GitHub…
PDI Technologies built PDI Brew, an agentic app deployer on Amazon Bedrock and AWS Lambda that lets non-technical employees describe internal tools in plain English and receive a fully provisioned, mu…
A new tutorial by Ji-ho Choi demonstrates how to sandbox untrusted LLM-generated code using gVisor containers and Firecracker microVMs, providing a local execution environment for AI agents. The setup…
AI agents are transforming software development by automating tasks like code reviews and debugging through the plan-act-observe loop. The loop consists of planning actions, executing them, and observ…
An engineer detailed a three-layered approach for embedding real-time safety and bias guardrails in generative AI career advisors to comply with the UK Online Safety Act and EU Digital Services Act. T…
SitecoreAI, the unified platform launched by Sitecore at Symposium 2025, retains the event-driven integration model of XM Cloud, allowing outbound HTTP webhooks for authoring actions. The platform sup…
Amazon Web Services (AWS) introduced inference meta-monitoring for Amazon SageMaker AI endpoints, a governance layer that continuously tracks prediction and data quality metrics and visualizes trends …
An engineer explains how Claude's context window works, describing it as a buffer that stores conversation history and uses embeddings to process text. The post includes code examples showing how to s…
Vercel released AI SDK 7 on June 25, featuring WorkflowAgent, a durable execution primitive that checkpoints state before every tool call and resumes from that checkpoint after a crash, redeploy, or d…