Amazon is pivoting away from developing flagship AI models to focus on its Bedrock platform, which provides infrastructure for deploying diverse models like Claude and Llama. The strategy prioritizes …
Secure AI infrastructure startup Dymium Inc. today introduced GhostAI, a gateway that applies security and governance policies across models, data, context and tools used in enterprise AI systems. Dym…
Ctxdiff, a new open-source debugger for LLM agents' context windows, lets developers see exactly what an AI model saw turn by turn, block by block, and identify the character that broke a prompt cache…
Anthropic's Claude Opus 5 API introduces three new behaviors: an effort toggle with five levels controlling reasoning depth and cost, a Fast Mode delivering 2.5x speed at six times the standard price,…
Kong Inc. announced the Context Mesh Stack, an AI Gateway that sits between agents and LLMs to enforce PII masking, confidence thresholds, semantic caching, prompt injection detection, and cost attrib…
Deep Agents, an open-source framework, provides a middleware stack that handles context windows, interrupted tool calls, task tracking, sub-agents, and file management automatically. The middleware ru…
The OWASP Agentic AI Top 10 series concludes with a security playbook for AWS, detailing six concentric rings of defense and a comprehensive checklist for each threat. The playbook emphasizes three co…
Every engineering leader is asking how to move engineering work to the cloud, with startups seeking to move all of it and enterprises starting with a smaller ask, according to an essay on cloud dev en…
CodeTrain, a new AI tutor from InferHaven, teaches developers on their own codebase by requiring them to type every line themselves, refusing to write code for them. The tool runs locally on the user'…
Multi-agent coordination is failing in production due to lack of shared context, durable state, and cross-runtime visibility, according to a developer. Industry data shows 57% of organizations already…
Digby, an open-source AI agent for Slack and Linear built on the pi framework, is now available on GitHub. The self-modifying bot deploys to AWS, runs on Claude Sonnet via Bedrock, and can autonomousl…
A developer outlines three distinct architectural patterns for AI-assisted AWS security work: AWS Managed MCP for live interactive triage, Custom MCP for analyst report review, and Lambda + Bedrock fo…
A developer building a multi-agent document-search copilot describes how they resolved the Hybrid retrieval strategy by routing on filter selectivity: when a filter matches few documents, the system f…
AWS User Group Campinas leaders Marcos Ramalho and an unnamed co-presenter demonstrated a live journey from prototype to production AI app using AWS PartyRock at Bosch's headquarters. They showed how …
A developer built Maestro AI, a harness-agnostic model router that routes LLM calls to appropriate models based on task complexity, preventing expensive models like Claude Sonnet from being used for s…
An engineer building a hard spending cap for LLM calls discovered that billing dashboards are rear-view mirrors, total spend is a useless number, and retry storms are the most expensive bug class. The…
A proxy experiment on Claude Code found that pruning stale file reads and unused tool schemas mid-session cut input tokens by 77% and cost from $2.04 to $0.48 on a JavaScript fixture, without degradin…
A developer built the AI Agent Profiler, a transparent proxy that records every byte of traffic between AI coding agents and language models. Profiling Claude Code sessions revealed that agents re-sen…
Microsoft Entra ID custom security attributes can serve as a governance metadata layer for AI agents, enabling attribute-driven policies instead of manual per-agent management. By defining attributes …
Erik Bethke, a game developer with 30+ years of experience, launched Bike4Mind as an open-core AI workbench that supports any model, agents, RAG, and self-hosting. The platform, built over three years…