A developer added a shadowing-scoring feature to Song Lingo, a Japanese-learning web app, by integrating Google's newly released Gemini 3.5 Transcribe speech-to-text model to compare learner pronuncia…
A developer built an open-source grounded local-search workflow that combines Gemini for intent parsing, Google Places API (New) for structured local data, and Google Search grounding for softer evide…
A developer building a paid business-verification API for AI agents documented three bugs that each reported success instead of failure: a Korean government debarment API that returned HTTP 200 with a…
LightCloud launched as a cloud console that organizes deployment infrastructure like a file system, letting developers deploy static sites to a global CDN, containers that scale to zero, and Postgres …
A developer integrated Gemini's agentic video mode into a LINE Bot running on Cloud Run and Vertex AI, enabling timestamped question-answering over long videos such as a two-hour Google I/O '25 keynot…
Gartner named Google a Leader in the 2026 Gartner Magic Quadrant for Container Management for the fourth consecutive year, positioning Google highest in Ability to Execute of all vendors evaluated, an…
Google Cloud API Gateway entered Public Preview with the ability to act as a remote MCP server, letting teams expose existing REST operations as agent-ready MCP tools by annotating their OpenAPI spec …
A developer outlined a step-by-step architecture for evolving a simple LLM chatbot into a production-grade agentic banking assistant on Google Cloud, using Vertex AI Agent Engine, specialized sub-agen…
A developer built Dantiva, a photo-to-video product powered by Google's Veo 3.1 and Gemini models that generates eight-second clips with sound across a website, Telegram bot, and Telegram Mini App. Th…
Lucius AI, a solo-founder tender-intelligence startup, cut semantic-search query latency 47x — from 1.14 seconds to 24 milliseconds — by migrating to a ScaNN index on AlloyDB for PostgreSQL and managi…
A developer built Korea Business Verify (KBV), a remote MCP server that lets AI agents query South Korea's National Tax Service public API for business registration status and KYB identity matching, r…
Google introduced Cloud Run instances as a fourth execution model alongside Services, Jobs, and Worker Pools, according to a first-person account of early access to the feature. The author tested an A…
A developer published two Rust CLI demos, gemma-rust and gemma-rust-mcp, that query a self-hosted Gemma 4 E2B model through an OpenAI-compatible HTTP endpoint and through an MCP server, respectively. …
A developer published a step-by-step guide for deploying Google's 2B Gemma 4 model to Cloud Run with an NVIDIA L4 GPU, using vLLM for serving and a single-file Python MCP server to stage weights, depl…
Google Cloud's Cloud Tasks and Cloud Run can be used to build an asynchronous pipeline for Gemini AI jobs, according to a technical article. The architecture separates request handling from AI process…
Kong AI Gateway 2.0, now available on Google Cloud, provides unified security and governance for AI traffic across GKE, Cloud Run, and Vertex AI. The gateway treats AI models, agents, and MCP servers …
A forum discussion on AI coding communities highlights that developers are increasingly gathering on platforms like GitHub and Stack Overflow, with a notable trend toward using prediction markets to g…
A developer built Personal Gemini Journal, a security-first AI journaling app that uses Gemini 2.5 Flash for conversation and summarization, and text-embedding-004 for semantic search. The architectur…
A developer built Fieldhand, an agent fleet for the All Things Agentic Hackathon that helps farmers by trying to disprove its own satellite-based crop diagnoses. The system uses a Watchman to select f…
Everbind, a submission to the All Things Agentic Hackathon, uses Gemini and Google Cloud to manage project commitments across schedule revisions. The system proposes lineage for replaced activities bu…