--- title: "#vertex-ai articles | Hashnode" description: "Explore 65 articles tagged #vertex-ai on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/vertex-ai" --- Tag # #vertex-ai 65 posts · 10 followers [Mappillai Meeran A](https://hashnode.com/@meeran-dev) · [Aug 30](https://hashnode.com/posts/from-rag-to-autonomous-data-analysis-my-google-cloud-gen-ai-academy-journey/6a93eaa9ae9ea1b099d68b3b) ### [From RAG to Autonomous Data Analysis: My Google Cloud Gen AI Academy Journey](https://meeranbuilds.hashnode.dev/from-rag-to-autonomous-data-analysis-my-google-cloud-gen-ai-academy-journey?utm_source=hashnode&utm_medium=feed) Building grounded AI, BigQuery data agents, secure sandbox execution, and human-in-the-loop workflows with Gemini, Google ADK, and Cloud Run 13 min read · [meeranbuilds.hashnode.dev](https://meeranbuilds.hashnode.dev/from-rag-to-autonomous-data-analysis-my-google-cloud-gen-ai-academy-journey?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 27](https://hashnode.com/posts/gemini-31-flash-tts-build-guide-30-voices-audio-tags-and-real-2026-pricing/6a67c898b17bca380786a3a6) ### [Gemini 3.1 Flash TTS build guide: 30 voices, audio tags and real 2026 pricing](https://ecorpit.hashnode.dev/gemini-31-flash-tts-build-guide-30-voices-audio-tags-and-real-2026-pricing?utm_source=hashnode&utm_medium=feed) Gemini 3.1 Flash TTS build guide: 30 voices, audio tags and real 2026 pricing Summary. Gemini 3.1 Flash TTS is Google's controllable text-to-speech model, in preview since April 15, 2026 on the Gemini 15 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/gemini-31-flash-tts-build-guide-30-voices-audio-tags-and-real-2026-pricing?utm_source=hashnode&utm_medium=feed) [Yaman](https://hashnode.com/@Sarabariya) · [Jul 18](https://hashnode.com/posts/our-ai-examiner-was-a-black-box-signoz-told-us-what-a-student-actually-costs/6a5bd6f9e9655f0fe1a1391d) ### [Our AI examiner was a black box. SigNoz told us what a student actually costs](https://blog.yamansarabariya.com.np/our-ai-examiner-was-a-black-box-signoz-told-us-what-a-student-actually-costs?utm_source=hashnode&utm_medium=feed) Hi, I am Yaman, co-founder of Mockacad. We are building a universal adaptive mock test preparation platform. Students use it to prepare for exams like IELTS, PTE, SAT, JFT and many more, and two of ou 7 min read · [blog.yamansarabariya.com.np](https://blog.yamansarabariya.com.np/our-ai-examiner-was-a-black-box-signoz-told-us-what-a-student-actually-costs?utm_source=hashnode&utm_medium=feed) [3](https://hashnode.com/posts/our-ai-examiner-was-a-black-box-signoz-told-us-what-a-student-actually-costs/6a5bd6f9e9655f0fe1a1391d) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/building-an-ai-video-pipeline-with-vertex-ai-veo-lyria-and-github-actions-mr1lut33/6a449e740414fd89b446007b) ### [Building an AI Video Pipeline with Vertex AI Veo, Lyria, and GitHub Actions](https://jeremylongshore.hashnode.dev/building-an-ai-video-pipeline-with-vertex-ai-veo-lyria-and-github-actions-mr1lut33?utm_source=hashnode&utm_medium=feed) The Goal Build a CI/CD pipeline that produces documentary-style video content about NWSL soccer. Not a one-off script. A repeatable, trigger-on-push system that generates video segments, scores them w 7 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/building-an-ai-video-pipeline-with-vertex-ai-veo-lyria-and-github-actions-mr1lut33?utm_source=hashnode&utm_medium=feed) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/vertex-ai-agent-engine-forced-a-same-day-architecture-pivot/6a449e82c428df0374812d91) ### [Vertex AI Agent Engine Forced a Same-Day Architecture Pivot](https://jeremylongshore.hashnode.dev/vertex-ai-agent-engine-forced-a-same-day-architecture-pivot?utm_source=hashnode&utm_medium=feed) The Plan That Died on Deployment PipelinePilot had a clean four-agent architecture. Orchestrator routes to Research, Enrichment, and Outreach. Each agent owns its tools. Each agent has a single respon 7 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/vertex-ai-agent-engine-forced-a-same-day-architecture-pivot?utm_source=hashnode&utm_medium=feed) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/pipelinepilot-building-a-multi-agent-sdr-orchestrator-on-vertex-ai-in-one-day-mr1lv1rg/6a449e7f0414fd89b4461f31) ### [PipelinePilot: Building a Multi-Agent SDR Orchestrator on Vertex AI in One Day](https://jeremylongshore.hashnode.dev/pipelinepilot-building-a-multi-agent-sdr-orchestrator-on-vertex-ai-in-one-day-mr1lv1rg?utm_source=hashnode&utm_medium=feed) The Problem Nobody Talks About Sales development pipelines are stitched together with duct tape. A typical SDR stack looks like this: Apollo for contact discovery, ZoomInfo for enrichment, a CRM for t 9 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/pipelinepilot-building-a-multi-agent-sdr-orchestrator-on-vertex-ai-in-one-day-mr1lv1rg?utm_source=hashnode&utm_medium=feed) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/perception-agent-system-zero-to-mcp-server-and-dashboard-in-one-day-mr1luxfc/6a449e7a0414fd89b446112a) ### [Perception Agent System: Zero to MCP Server and Dashboard in One Day](https://jeremylongshore.hashnode.dev/perception-agent-system-zero-to-mcp-server-and-dashboard-in-one-day-mr1luxfc?utm_source=hashnode&utm_medium=feed) The Problem I wanted a system that could monitor news feeds, detect emerging trends, and surface relevant articles without manual curation. Not a feed reader — a multi-agent intelligence platform wher 7 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/perception-agent-system-zero-to-mcp-server-and-dashboard-in-one-day-mr1luxfc?utm_source=hashnode&utm_medium=feed) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/gemini-pr-reviews-and-four-releases-in-one-day-mr1luawn/6a449e5d0414fd89b445c7a4) ### [Gemini PR Reviews and Four Releases in One Day](https://jeremylongshore.hashnode.dev/gemini-pr-reviews-and-four-releases-in-one-day-mr1luawn?utm_source=hashnode&utm_medium=feed) 54 commits. Four releases. And a debugging journey through three different Gemini configurations before PR reviews actually worked. The Gemini PR Review Pipeline The goal: automated code review on eve 6 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/gemini-pr-reviews-and-four-releases-in-one-day-mr1luawn?utm_source=hashnode&utm_medium=feed) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/nixtla-baseline-lab-real-statsforecast-baselines-via-mcp-server-mr1ltvvm/6a449e49d650997dc78c632a) ### [Nixtla Baseline Lab: Real statsforecast Baselines via MCP Server](https://jeremylongshore.hashnode.dev/nixtla-baseline-lab-real-statsforecast-baselines-via-mcp-server-mr1ltvvm?utm_source=hashnode&utm_medium=feed) Yesterday was plugin scaffolding. Today the Baseline Lab gets real models running real data through a real MCP server. Phase 2: Plugin Manifest and MCP Config The Baseline Lab plugin needed two pieces 4 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/nixtla-baseline-lab-real-statsforecast-baselines-via-mcp-server-mr1ltvvm?utm_source=hashnode&utm_medium=feed) [Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/local-rag-nexus-upgrade-and-nixtla-validation-infrastructure-mr1lspkf/6a449e120414fd89b4451385) ### [Local RAG NEXUS Upgrade and Nixtla Validation Infrastructure](https://jeremylongshore.hashnode.dev/local-rag-nexus-upgrade-and-nixtla-validation-infrastructure-mr1lspkf?utm_source=hashnode&utm_medium=feed) December 22nd was a 35-commit day across four repos. The headline: local-rag-agent shipped a complete hybrid cloud architecture in 17 commits and a versioned release. Nixtla hardened its validation in 10 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/local-rag-nexus-upgrade-and-nixtla-validation-infrastructure-mr1lspkf?utm_source=hashnode&utm_medium=feed)