Slashy (YC S25) has developed a cross-app agent architecture that reads data and executes actions across disconnected SaaS APIs, featuring custom tools, semantic search, and personalized memory. The s…
CIQ released Fuzzball 4.2, an update to its compute orchestration platform that adds support for AI agents and autonomous workloads, allowing agents to initiate and manage compute work while administr…
A developer spent two weekends building infra, an infrastructure-as-code tool in Lean 4 that functions like Terraform, supporting three clouds and 14 resource kinds across about 18,000 lines of code. …
California Governor Gavin Newsom signed SB 122 on June 29, 2026, extending the state's sales and use tax to prewritten software and SaaS effective January 1, 2027, adding an estimated 8-10% cost for m…
AWS launched Lambda MicroVMs on June 22, 2026, to securely execute AI-generated code in isolated Firecracker-based environments, addressing risks such as unintended filesystem operations and excessive…
AWS and NVIDIA detailed how to build a Physical AI model factory using NVIDIA Cosmos 3 on Amazon SageMaker HyperPod, a pipeline that continuously generates synthetic data, post-trains perception and p…
OpenAI has begun rolling out GPT-6 Astra, its first model to pass the company's 'Critical' internal cybersecurity threshold, with advanced capabilities gated behind an application-based program called…
A developer survey of AI-assisted monolith-to-microservices platforms in 2026 finds that tooling splits into three roles: boundary planning, code transformation, and analysis. vFunction leads in evide…
Amazon announced expansions to its water replenishment programs in Brazil and Oregon, recovering an additional 785 million liters annually in Brazil and saving more than 530 million gallons per year i…
AI agents are often hampered by excessive permission prompts, but the solution lies in sandboxing and scoped credentials rather than turning off confirmations, according to a new essay. The author arg…
An engineer at AWS explores the concept of an 'AI Engineering Team,' where AI agents collaborate with human engineers across the entire software development lifecycle, from requirement analysis to dep…
OpenAI launched GPT-6 Astra, its new flagship large language model, on September 2, 2026, calling it 'our most intelligent and aligned model yet' and positioning it for computer use, software engineer…
A developer argues that shared AI sessions with tools require per-user authorization rather than shared credentials, proposing an MCP gateway that ties tool calls to the identity of the user who initi…
Anthropic has introduced an invisible text watermark for Claude-generated text and digitally signed provenance metadata for generated files, aiming to increase transparency in AI content. The watermar…
OpenAI has soft-released GPT-6 Astra, a new AI model rolling out today to a limited set of organizations and becoming available to all ChatGPT Plus, Pro, Business, and Enterprise users, as well as thr…
An AWS Builder series concluded with a hands-on test of Amazon FSx for ONTAP S3 access points, finding that features like qtrees, quotas, and FlexClone work on this path despite NetApp's documentation…
A developer detailed the design of an administrative file portal for Amazon FSx for ONTAP, which now supports 182 storage operations across 12 endpoints. The portal centralizes delegation and record-k…
A developer detailed a production-grade MLOps pipeline architecture on AWS, using native services such as SageMaker, Step Functions, and CodeCommit to automate continuous training, governance, and can…
OpenAI has launched GPT-6 Astra, a new AI model it calls 'the world's most intelligent and aligned model,' marking the first OpenAI model to be designated a 'critical' cybersecurity risk. The model ac…
AWS released Amazon Bedrock AgentCore Runtime, which provides dedicated compute and session persistence for up to 14 days, and native vector search in Amazon DynamoDB, enabling teams to store memory v…