Apify's July 2026 measurements show that AI agent failures often stem from the data layer, not the model, with four recurring issues: fetch failures, stale knowledge, and retrieval gaps. The company r…
A large-scale cross-framework agentic security evaluation by an unnamed research team found that orchestration framework choice explains only 0.06% of outcome variance, while attack family accounts fo…
A developer demonstrates how to connect an LLM agent to a real browser using Playwright MCP, enabling the agent to navigate, click, and extract data from live web pages. The approach uses the OpenAI A…
A developer describes integrating the OpenAI Agents SDK with the Playwright MCP server to enable AI agents to navigate JavaScript-heavy single-page applications, addressing token window limits by prov…
Laserbrain launches an adaptive recursion harness that provides a fixed reference for AI agents to check against each step, preventing drift and loops. The system uses four drift signals and a single …
An engineer details the architecture of production-ready Agentic AI systems, explaining that autonomous agents require a brain (LLM), tools, memory, and a goal to function reliably. The post covers th…
SafeAI, an open-source static analysis tool for AI agent source code, scans for security risks, capability exposure, and governance gaps without executing agents or calling LLMs, integrating into CI/C…
Vercel published an OpenAI Agents SDK with FastAPI template on July 17, 2026, but a developer warns that the template is not production-ready until task ownership is enforced across every layer. The d…
A developer explains that multi-agent orchestration becomes necessary when a task naturally decomposes into sub-tasks requiring different context, tools, or roles. The post covers production patterns …
Suhas Bhairav released an open-source gallery of 50 AI starter templates built with Next.js and OpenAI, including tools for analytics, chatbots, RAG, voice agents, and image generation. The collection…
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…
LangGraph, CrewAI, and OpenAI Agents SDK are among 10 agentic AI frameworks highlighted for 2026, offering developers tools for state management, multi-agent workflows, and tool integration. The list,…
Microsoft's Foundry Agent Service reaches general availability in July 2026, offering hosted AI agents with per-session VM-isolated sandboxes and scale-to-zero pricing. The service supports multiple a…
Researchers have demonstrated that compiling agentic workflows into the weights of small fine-tuned language models achieves near-frontier quality at two orders of magnitude less cost, addressing thre…
Focused Labs argues that approval queues are the essential runtime for agentic AI workflows, enabling agents to pause execution, persist state, and resume after human review. The post details how Lang…
Snowflake and OpenAI released new tools for AI agent orchestration in customer support, enabling systems to route queries to specialized agents or escalate to humans. The OpenAI Agents SDK, released i…
PrismorSec released immunity-agent, an open-source control plane for AI agents that intercepts tool calls to enforce policies, audit actions, and prevent six common failure modes including overpermiss…
A developer breaks down the five essential components of production-grade AI agents: planning, tool use, memory, constraints, and verification. The post argues that agent failures stem from workflow d…
A developer published a side-by-side comparison of 15 AI agent frameworks, filtering by use case (RAG, multi-agent, structured output) and language (Python, TypeScript, .NET), updated weekly. The comp…
GluonDB has developed a method to securely serve a large fleet of persistent agents on a small infrastructure footprint by decoupling orchestration, filesystem, and sandboxed execution. The company ar…