The agent that refuses to guess
A developer at a B2B telecom consultancy built an open-source AI agent, Invoice Sentinel, that automates telecom invoice auditing and dispute letter generation. The agent, running on Gemini 3.5 Flash …
A developer at a B2B telecom consultancy built an open-source AI agent, Invoice Sentinel, that automates telecom invoice auditing and dispute letter generation. The agent, running on Gemini 3.5 Flash …
A developer built ToolSuture, a system that repairs compatibility between AI agents and their underlying tools when APIs change, without rewriting the agent itself. The project, entered in the All Thi…
A developer built a multi-agent code factory using Google ADK and gemini-3.7-flash, where a manager agent delegates subtasks to engineer agents in isolated git worktrees and merges results behind a te…
A developer built CrisisMesh, a seven-agent fleet on Google ADK and Gemini 3.5 Flash that coordinates school emergency responses, and documented four bugs that passed unit tests but failed in real-wor…
A developer built Full Shelf, an agentic control plane for food-bank operations, using Google ADK 2.6.1 and Gemini 3.5 Flash on Vertex AI. The system coordinates five specialist agents to plan daily o…
A developer has built the Fortified Enterprise Agent Fleet, a zero-trust governance control plane for multi-agent systems that enforces dynamic scope attenuation and cryptographic HMAC provenance. The…
A developer building Bastion, a three-agent access-governance fleet with Google ADK and A2A, discovered that state written via `output_key` does not cross remote A2A boundaries, causing silent failure…
A developer built CareLoop, an autonomous clinical-triage agent for the All Things Agentic Hackathon, using Gemini, Google ADK, Cloud Run, and Firestore. The system uses a deterministic engine for all…
A developer completed the Google Gen AI APAC Academy Cohort 3, building and deploying generative AI agents on Google Cloud. The projects included a customer-facing Coffee Barista RAG agent, a Data Ana…
MetroStar is hiring a Solutions Architect in Indianapolis, IN, offering $78,000–$115,000 per year to support secure, scalable cloud architectures that modernize legacy Marine Corps systems and enable …
A developer built Continuum, a system for verifiable agent succession that handles the failure or replacement of autonomous agents mid-workflow. The system uses deterministic policy, a negative space …
Diagrid announced Catalyst 2.0 on 28 July 2026, adding durable execution with failure recovery and cryptographic verification for AI agents built with frameworks including LangGraph, Microsoft Agent F…
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 built DenialDefender, an 8-agent AI fleet that automates the preparation and verification of health insurance claim appeals, with human authorization as a mandatory final step. The system …
A developer experimenting with a Tokyo public transit MCP server found that adding a SKILL.md guidance layer does not automatically improve agent performance. Across six evaluations, the skill layer h…
A developer built GiftAdvisor, a multi-agent gift recommendation system using Google's Agent Development Kit (ADK) and Gemini 3.1 Flash Lite. The system splits the task across three specialized agents…
A developer built the same agent three times using Google ADK, AWS Strands, and Microsoft Agent Framework, hosting each on its respective cloud runtime and coordinating them via the A2A protocol. The …
CopilotKit released Open Bot, an open-source agent platform that runs on a user's own machine and lets any AG-UI agent operate a real browser, files, and tools through a governance gateway that decide…
A developer built a multi-agent course generator using Google's Agent Development Kit (ADK), deployed as five separate Cloud Run services in europe-north1. The system uses a researcher, a judge agent …
Researchers Hedi Ingber and Aviyam Ivgi of Stealth presented CoreBreak at Black Hat USA 2026, a vulnerability pattern in AI agent dispatch layers that allows tool execution without a legitimate model …