Blog Archive
Gemini 3 in Supply Chain: Predictive Reasoning for Global Logistics
Reactive supply chains are dead. Use Gemini 3 to reason over multimodal logistics signals and predict disruptions before they become port-wide delays.
The "Human-Agent Handover" Pattern: Seamless UX for Gemini 3 Support Bots
The best agents know when to stop. Design a seamless Human-Agent Handover that preserves context, escalates gracefully, and earns trust for Gemini 3 support bots.
Gemini 3 in FinTech: Autonomous Trading Bots with Real-time Risk Reasoning
Build an autonomous trading bot where Gemini 3 reasons about market risk in real time — with hard circuit breakers that keep the model from ever firing a losing order.
The Agent Auditor: Observability and Compliance for Gemini 3 Workflows
When agents act autonomously, who audits their decisions? Build an Agent Auditor that records, replays, and validates every Gemini 3 workflow step for observability and compliance.
anydoc: Turn Any Office Document into LLM-Ready Markdown in Milliseconds
Meet anydoc, Firecrawl's fast Rust library that converts Word, PowerPoint, Excel, PDF, EPUB, and more into clean GitHub-Flavored Markdown with one consistent output.
Top AI Agent Frameworks for 2026: A Practical Comparison
A practical, evidence-based comparison of the leading AI agent frameworks in 2026 — LangGraph, CrewAI, OpenAI Agents SDK, AutoGen/AG2, Google ADK, and more — with guidance on how to choose.
Q2 2026 Retrospective: How the Gemini 3 Revolution Reshaped the Agentic AI Landscape
A developer-focused retrospective of the second quarter of 2026: Gemini 3.1 Pro maturity, Gemini 3.5 Flash GA, Deep Research Max, Managed Agents, Gemini Omni, and the agentic shift that defined Q2.
Streaming Gemini Interactions: SSE Events, Tools, Thinking, and Agents
A complete guide to streaming Gemini Interactions API responses with server-sent events - understanding step-based event flow, streaming with tools, function calling, thinking summaries, agents, and multimodal image generation.
Gemini File Input Methods: Inline Data, File API, GCS, and URLs Compared
Compare the four ways to include media files in Gemini Interactions API requests - inline base64 data, File API upload, GCS URI registration, and external URLs - with size limits, persistence, and code examples for each.
Mastering the Gemini File API: Upload, Manage, and Prompt With Media Files
A practical guide to the Gemini File API - uploading images, audio, video, and documents up to 2GB, managing file lifecycles, and using them in multimodal prompts with best practices for getting reliable outputs.
How to Run Long-Running AI Tasks With Gemini Background Execution
Learn how to use Gemini Interactions API background execution to run deep research, complex reasoning, and multi-step agent tasks asynchronously, with polling, streaming reconnection, multi-turn chaining, and cancellation patterns.
Scaling Beyond the Single Agent: Distributed Gemini 3 Clusters on Kubernetes
A single agent is a request; a cluster is a service. Learn to run distributed Gemini 3 agent workloads on Kubernetes with disaggregated prefill/decode, KV-cache-aware routing, gang scheduling, and SLO-driven autoscaling.