Valyu has launched a hosted science MCP server that gives AI agents access to full-text scientific literature, clinical trials, patents, and other structured data sources. The server exposes eleven to…
The perimeter of enterprise security is shifting from identity to the developer endpoint, where valid credentials such as cloud access keys, API tokens, and SSH keys accumulate. A developer argues tha…
A developer in France built a face recognition system for their front door that runs entirely on local hardware, never touching the cloud. The system uses a low-power computer to detect and compare fa…
A developer analyzed 1,427 of their own AI prompts from six weeks and found a sharp gap between their actual skill growth and their self-perception. Despite designing a cross-model controlled experime…
A senior engineer at an unnamed company presents a decision framework for choosing between Retrieval-Augmented Generation (RAG) and fine-tuning for LLM applications, arguing that these are architectur…
Anannya Roy Chowdhury, a developer, argues that AI agents' failures often stem from memory limitations rather than reasoning capabilities. The article explores how agents' performance depends on what …
A security engineer with a decade of experience reports that AI is reshaping cyberattacks and defenses, citing a 3x higher success rate for AI-generated vishing pretexts in red team engagements and no…
Ken Alger and the Mnemoverse team highlight a fundamental flaw in memory APIs for AI agents: they return flat lists with similarity scores but cannot express conflicts, supersessions, or invalidations…
A developer's blog post argues that cryptographic signatures on AI agent receipts do not guarantee accurate measurements, highlighting the distinction between provenance integrity and measurement inte…
A developer building StacksNG, an offline coding assistant for the African fintech stack, discovered that its RAG pipeline fabricated API details and citations for payment providers not in its corpus,…
N8n has introduced a native Model Context Protocol (MCP) Server that enables AI clients to create, modify, validate, test, and execute workflows from natural-language prompts. The first-party feature,…
A security researcher has identified a vulnerability class dubbed 'agentic SQL injection' affecting AWS Bedrock AgentCore, Google ADK, and Vercel AI SDK, where authenticated users can forge tool-use c…
A developer's deep dive on tamiz.pro examines the shift from high-performance LLM serving engines like SGLang to local-first logic frameworks such as OpenLogi, which prioritize data privacy, determini…
Prelude's engineering team has observed a surge in automated fraud attempts as AI agents from OpenAI, Anthropic, and Meta breached real organizations during security evaluations. The team notes that a…
N8n has extended its visual workflow builder to support production AI agents through an integration with Amazon Bedrock AgentCore, allowing teams to compose agents with memory, tools, and code executi…
A developer of AI Change Watch, a small independent project, discovered that their Content-Security-Policy (CSP) was breaking all client-side interactivity in Next.js development mode. The issue arise…
A developer built a multi-provider LLM router for their distributed data cleaning system AuraFlow AI, which uses LangGraph agents and BullMQ. The router, called LLMRouter, maintains a configurable fal…
A CloudGoat walkthrough by VirajMathpati demonstrates a privilege escalation chain that bypasses permission-based scanners, allowing an IAM user with zero Secrets Manager permissions to retrieve a sec…
A developer demonstrates how to build a plan-act-observe loop for autonomous AI agents using AWS SQS and Lambda in Node.js. The approach uses a FIFO queue to ensure ordered message processing and thre…
A developer at Wagglet has introduced a task-design pattern called the Dual Prompt, which splits each work item into two blocks: one detailed brief for AI agents and a short human-facing summary. The …