A developer outlines strategies for managing AI token costs, emphasizing that usage-based pricing requires a shift from fixed-cost budgeting to measuring cost per outcome. The article introduces the '…
Google has announced that Gemini Spark, an autonomous AI agent powered by Gemini 3.5 Flash and Google Antigravity, now works with Google Photos, allowing Google AI Pro and Ultra subscribers in the U.S…
GitHub will deprecate Gemini 3.5 Flash, Gemini 3.6 Flash, Kimi K2.7 Code, and Claude Opus 4.7 across all GitHub Copilot experiences on October 2nd, 2026, urging users to migrate to suggested alternati…
Google is preparing to make Search more agentic, with persistent AI agents that can monitor information, evaluate options, and take actions on a user's behalf. The company announced that information a…
Andi Gutmans, Head of Agentic Data Cloud at Google, said on the Stack Overflow podcast that models are often not the bottleneck for running dozens or hundreds of AI agents, and that the key challenge …
A developer built an autonomous vulnerability remediation system and discovered that a cross-family AI reviewer rejected 65% of triage proposals, revealing a systematic bias in the primary model towar…
A team of developers built EIR, a secure multi-agent healthcare platform on Google Cloud, for the All Things Agentic Hackathon. EIR coordinates specialized agents for patient access, recovery, schedul…
Elite Solution, a Moldova-based company, built Foundry, an agentic system that crawls business websites to draft support knowledge bases and asks human owners to verify answers, preventing AI hallucin…
JetBrains Research introduced an evaluation pipeline that analyzes LLM trajectories for agentic coding, revealing that Claude Opus 4.7 and Gemini 3.5 Flash solved the same number of tasks on a private…
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 Pixel Patrol, a GDPR watchdog that crawls websites hourly to detect undeclared trackers and automatically drafts cookie policy updates and Records of Processing Activities rows. The …
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 …
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 Autonomous Agentic Maker Studio, a multi-agent AI co-pilot for the Google 'All Things Agentic' Hackathon that converts raw hardware footage into complete tutorial packages. The syste…
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 software engineering student built Haggle, an AI agent that negotiates bills on behalf of users, for the All Things Agentic Hackathon. The agent, built on Gemini 3.5 Flash, Google ADK 2.0, and the A…
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 has built Taskmaster AI, an autonomous multi-agent orchestrator that automates the job search process. The system uses four AI agents—Scout, Pitchman, Closer, and Reporter—coordinated via …
Agnes AI's Agnes 2.5 Pro Beta scores 49 on the Artificial Analysis Intelligence Index, up 9 points from Agnes 2.5 Pro Alpha, driven by large agentic gains but using ~2x the output tokens. The beta che…
A developer built PHAGE, an immune system for AI agent fleets that generates prompt-injection payloads and revokes abused tools. During testing, they discovered that rewording a system prompt dramatic…