A developer detailed a strategy for bringing observability to Google AI agents, moving from local trace trees to production monitoring via OpenTelemetry. The approach emphasizes capturing decision pat…
A developer built Shoots, a hybrid event-driven agent system for photography, as an entry for the All Things Agentic Hackathon. The system uses constrained model calls within an inspectable workflow, …
NVIDIA Labs released NOOA (Object-Oriented Agents), an Apache 2.0 alpha that treats agents as Python classes, claiming 82.2% on SWE-bench Verified with 1.1 million tokens and 28 model calls per task, …
A developer built an AI-powered eldercare coordination system for their parents in India, using five agents on Google's ADK and Gemini 3.5 Flash, but the key innovation is a deterministic enforcement …
An engineer built Sonjomon, an AI agent for production incident response that can refuse to act when confidence is high but risk is too great. The agent uses an autonomy ladder that factors in confide…
A developer built mathondu, an autonomous AI merchant and store factory that uses Google's Agent Development Kit (ADK) and Gemini models to create digital shops, photograph products, compile Android a…
Goji Plus released Understudy, an open-source scenario-driven testing framework for AI agents that simulates multi-turn users, records execution traces, and asserts on tool calls rather than prose. Th…
Hashicorp disclosed CVE-2026-16498, a CVSS 10.0 vulnerability in the Terraform MCP Server that allowed cross-tenant credential reuse in streamable-HTTP stateless transport mode, fixed in version 1.1.0…
Google has released ADK, an open-source agent development framework available in Python, TypeScript, Go, Java, and Kotlin, enabling developers to build, debug, and deploy production-grade AI agents at…
Google published an open-source Customer Support & Returns Agent on August 17 that demonstrates three infrastructure controls—signed database writes, isolated code execution, and deterministic action …
A developer has released africa-coord-bus, an open-source coordination layer for 32 Model Context Protocol (MCP) servers covering Kenya's coordination domains such as water, health, and agriculture. T…
Google's Agent Development Kit (ADK) provides a modular framework for building AI agents, from simple assistants to complex multi-agent systems. Its architecture is organized into layers including use…
Google Cloud announced that Agent and Model Evaluations in its Gemini Enterprise Agent Platform are now generally available, enabling developers to measure and compare agents and models during develop…
Google Cloud's Gemini Enterprise Agent Platform introduces Agents CLI skills that let developers automate the entire agent development lifecycle—setup, build, deploy, govern, evaluate, and publish—wit…
A developer debugging the a2a-benchmark project discovered that a Python agent's benchmark stopped at N=22 due to a CPython 3.11 integer string conversion limit, which caused a silent crash. The fix r…
A developer discovered that their multi-language A2A benchmark's Python column had been returning N/A for a year due to CPython's 4300-digit integer-to-string conversion limit, which caused a ValueErr…
A developer building the FinSavant FinOps platform on Google's ADK shares a detailed guide to setting up an agentic development environment using Google's Antigravity IDE, MCPs, and the Agents CLI. Th…
A developer built Lead Quorum, a distributed multi-agent lead qualifier that uses two independent LLM readers and deterministic scoring to produce auditable scores and abstain when the readers disagre…
Google Cloud announced the return of its 'Accelerate AI with Cloud Run' roadshow for 2026, offering hands-on workshops focused on productionizing AI agents using Cloud Run, Google's ADK, Antigravity 2…
Google's Agent Development Kit (ADK) and Gemini Flash enable a new architecture for enterprise multi-agent systems that replaces static prompting with a centralized metadata registry, dynamically inje…