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…
Google Cloud introduced a new skill for coding agents that automates the evaluation and improvement of agent quality, based on a three-phase flywheel methodology developed with Google DeepMind. The sk…
A developer argues that using a boolean flag for tool-call approvals in agentic systems is insecure and proposes binding approvals to specific calls via HMAC-signed tokens. The approach prevents repla…
A developer used Google's Antigravity 2.0 and Gemini 3.5 to build and deploy a real estate investment advisor from a napkin sketch in under 40 minutes. The project, called the "Napkin Challenge," demo…
0.1.0 release of the Agent Development Kit (ADK) for Kotlin and a specialized ADK for Android, enabling developers to build AI agents for backend and on-device applications. The Android version allows…
The authors detail the process of refactoring a monolithic AI sales research agent named "Titanium" for production readiness. Key lessons included replacing a fragile linear script with a distributed …
Stateless chatbots fail in enterprise workflows like HR onboarding or invoice disputes, which require long pauses and multi-step processes spanning days or weeks. It introduces the Agent Development K…
Google Cloud's Model Armor security service can be integrated with LangChain and the Agent Development Kit (ADK) for sanitizing prompts and responses in Generative AI applications. The second installm…