A new guide evaluates eight audit logging platforms for B2B and agentic AI applications, highlighting the need for compliance tools that can handle AI-native features like massive payloads and non-det…
A developer outlines three approaches to programmatically summarize PDFs in 2026, from a custom map-reduce pipeline using PyPDF and OpenAI to a LangChain wrapper and a free no-code option like ChatPDF…
Dex Horthy, CEO and cofounder of HumanLayer, coined the term 'context engineering' and shared lessons from building AI agents, including that shipping unread code leads to disaster within months after…
LoopGain, an open-source cost controller for AI agent loops, replaces fixed max_iterations with a control-theoretic stop-and-rollback policy, achieving 92.8% less API spend and ~15× faster median wall…
A developer built a Retrieval-Augmented Generation (RAG) system from scratch using Python, LangChain, Ollama, and Chroma, demonstrating how to combine retrieval and generation for enterprise AI assist…
LLM applications can fail silently at 3AM with hallucinated answers and no errors in logs, warns a production engineering analysis. The article from a technical publication advises that traditional AP…
A developer built ImmuneMesh, a LangGraph middleware prototype that gives multi-agent AI systems a shared memory to detect and block self-replicating prompt attacks. Testing revealed false-positive ra…
A developer built a local LLM chatbot using Ollama and Python, enabling offline, private AI interactions without API keys or cloud dependencies. The project leverages Ollama to run models like Llama 3…
A developer built a modular RAG pipeline architecture for production, using Docker containers on Cloud Run, with external configuration to swap components. The pipeline uses 500-character chunks with …
Amazon Bedrock AgentCore, which crossed 2 million SDK downloads in its first five months and reached general availability across core components in Q1 2026, is AWS's managed infrastructure platform fo…
LangChain has introduced Deep Agents streaming, which replaces the single blocking call with a live feed that surfaces the plan, tool calls, and tokens in real time. The feature offers three stream mo…
A developer argues that the AI model is a rental and the harness—the scaffolding around it—is where developers should focus their optimization efforts. LangChain moved a coding agent from rank 30 to t…
Adarsh Hiremath, Co-founder and CEO of Mercor, said on Zero-Shot Learning that many enterprise teams move agents to production without ensuring they are calibrated to specific use cases, leading to fa…
A developer built a production AI agent in TypeScript using Mastra, a TypeScript-first agent framework with 24k+ GitHub stars and 88 releases as of May 2026. The framework reduces boilerplate from 400…
Orca Security's 2026 State of AI Security Report found that 99.9% of fixable AI vulnerabilities remain unpatched across 1,200+ production cloud environments, with 50% of AI package vulnerabilities now…
Google Cloud open-sourced k8s-aibom, an unprivileged Kubernetes controller that automatically detects running AI runtimes and generates CycloneDX Machine Learning Bill of Materials (ML-BOMs) from live…
A developer built ATC (Agent Trust Card), a system that provides AI agents with cryptographic identity, security audits, encryption, protocol translation, and autonomous payments. ATC aims to solve th…
A developer built Tracepath, an open-source middleware that makes AI agents auditable, traceable, and compliant with regulations like the EU AI Act and FINRA. The tool intercepts every tool call, sign…
A team fixing two content tasks that returned off-topic garbage discovered their retrieval-augmented generation (RAG) system was reinforcing its own mistakes. The root cause was an inconsistently appl…
A developer built a simple Retrieval-Augmented Generation (RAG) application using LangChain, OpenAI embeddings, and Pinecone. The app ingests text documents by splitting them into chunks, converting t…