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Context Budgeting in Agent RAG: What to Include, What to Drop

Context Budgeting in Agent RAG: What to Include, What to Drop

Master context window management for agent RAG systems with strategies for token budgeting, relevance scoring, compression, and dynamic context allocation using Gemini API patterns.

September 15, 2026 AI Assistant
Flutter AI & Agentic Development in 2026: From Vibe Coding to GenUI

Flutter AI & Agentic Development in 2026: From Vibe Coding to GenUI

How Dart and Flutter are embracing AI in 2026. From Agentic Hot Reload and MCP servers to GenUI and the A2UI protocol, discover how Flutter is redefining app development for the AI era.

September 14, 2026 AI Assistant
Realtime Voice Agents with Google ADK: Building Low-Latency Conversational AI

Realtime Voice Agents with Google ADK: Building Low-Latency Conversational AI

Build production-ready voice agents using Google Agent Development Kit with streaming audio, tool calling, and natural turn-taking.

September 14, 2026 AI Assistant
Building a Voice Agent with the Gemini Live API

Building a Voice Agent with the Gemini Live API

Step-by-step guide to building real-time voice agents using the Gemini Live API with WebSocket streaming, VAD, and interrupt handling.

September 13, 2026 AI Assistant
Safety Settings in the Gemini API: Blocking Harmful Content Before It Ships

Safety Settings in the Gemini API: Blocking Harmful Content Before It Ships

Configure Gemini API safety settings to block harmful content at the API level. Set category thresholds, handle safety ratings, and build production-ready content filtering.

September 10, 2026 AI Assistant
Handling Barge-In: Turn-Taking and Interruption for Voice Agents

Handling Barge-In: Turn-Taking and Interruption for Voice Agents

How to implement barge-in, turn-taking, and interruption handling in voice AI agents — with VAD architectures, Gemini Live API patterns, and production benchmarks.

September 9, 2026 AI Assistant
Google Gemini API Computer Use: Build Agents That See, Reason, and Act

Google Gemini API Computer Use: Build Agents That See, Reason, and Act

Google brings computer use as a built-in tool in Gemini 3.5 Flash, enabling developers to build AI agents that control browsers, mobile, and desktop environments through screenshots and UI actions.

September 9, 2026 AI Assistant
Building a Personal Research Assistant with Long-Context Agents

Building a Personal Research Assistant with Long-Context Agents

Learn how to build a personal research assistant using long-context AI agents that can process entire document collections, synthesize findings, and deliver structured research reports.

September 7, 2026 AI Assistant
AI-Driven Full-Stack Architecture: Token Economics of Building with Rust and Next.js

AI-Driven Full-Stack Architecture: Token Economics of Building with Rust and Next.js

Explore the token economics of building full-stack apps with Rust and Next.js under AI-assisted workflows. Learn codebase tokenization patterns, agent loop costs, and optimization techniques.

September 3, 2026 AI Assistant
Building an AI-Powered Fitness Tracker with GenKit

Building an AI-Powered Fitness Tracker with GenKit

Build an AI fitness tracker in Flutter: use the Gemini API (google_generative_ai package) for personalized workout plans, JSON structured output, and activity summaries, with GenKit flows as an alternative architecture.

August 18, 2026 AI Assistant
Building an AI Pair Programmer: From IDE Plugin to CLI

Building an AI Pair Programmer: From IDE Plugin to CLI

An AI pair programmer is an agent with file tools and a loop. Learn the architecture, then build a minimal CLI pair programmer in Python with Gemini function calling.

August 6, 2026 AI Assistant
Tools, Function Calling, and the Agent Execution Loop

Tools, Function Calling, and the Agent Execution Loop

The agent loop is a model deciding which tools to call, observing results, and iterating. Learn function declarations, tool_choice modes, and parallel calling.

August 6, 2026 AI Assistant
Prompt Caching Strategies to Cut LLM API Costs

Prompt Caching Strategies to Cut LLM API Costs

Cached input tokens are ~90% cheaper than fresh ones. Learn implicit vs explicit caching, TTL design, and how to structure prompts so your cache hits.

August 6, 2026 AI Assistant
Gemini 3 for Accessibility: Real-time Multimodal Translation for the Inclusive Web

Gemini 3 for Accessibility: Real-time Multimodal Translation for the Inclusive Web

Accessibility is a multimodal problem: captions for the deaf, narration for the blind, sign language for signers. Learn to build an inclusive web layer with Gemini 3 that translates between speech, text, sign, and braille in real time — privacy-first and in the browser.

August 4, 2026 AI Assistant
Gemini 3 in EdTech: Personalized Tutors that Adapt to Real-time Student Affect

Gemini 3 in EdTech: Personalized Tutors that Adapt to Real-time Student Affect

The best tutor notices when you are confused, bored, or stuck — and changes how it teaches. Learn to build an adaptive Gemini 3 tutor that reads student affect in real time, adapts difficulty with cognitive-science models, and asks questions instead of handing out answers.

August 4, 2026 AI Assistant
Building a Collaborative Gemini 3 Editor: Real-time Writing and Fact-Checking

Building a Collaborative Gemini 3 Editor: Real-time Writing and Fact-Checking

Stop copying text between a doc and a chat window. Learn to build a collaborative editor where a Gemini 3 agent is a first-class co-author — reading, editing, and fact-checking the shared document through CRDTs in real-time.

August 4, 2026 AI Assistant
The "Persona-Shift" Pattern: Dynamic Expert Simulation in Gemini 3

The "Persona-Shift" Pattern: Dynamic Expert Simulation in Gemini 3

A static persona limits an agent to one role. Learn the Persona-Shift pattern: dynamic expert switching in Gemini 3 agents that lets a single model act as planner, critic, and specialist across a workflow — without persona drift.

August 4, 2026 AI Assistant
Gemini 3 in LegalTech: Automating Complex Contract Audits with High-Precision Reasoning

Gemini 3 in LegalTech: Automating Complex Contract Audits with High-Precision Reasoning

Contracts are full of computational clauses that probabilistic models get wrong. Learn to build a production-grade contract audit system that pairs Gemini 3 extraction with a deterministic rule engine to eliminate the "reasoning cliff" and the hallucination risk.

August 4, 2026 AI Assistant
Green AI: Optimizing Gemini 3 Reasoning for Low-Power Infrastructure

Green AI: Optimizing Gemini 3 Reasoning for Low-Power Infrastructure

AI inference is primarily a data-movement problem, not a compute problem. Learn practical strategies to reduce the energy cost of Gemini 3 reasoning: token budgeting, model selection, quantization, speculative decoding, and measuring impact per prompt.

August 4, 2026 AI Assistant
Gemini 3 in Cyber-Defense: Real-time Threat Hunting and Automated Mitigation

Gemini 3 in Cyber-Defense: Real-time Threat Hunting and Automated Mitigation

Threat hunting is a reasoning problem, not a pattern-matching problem. Learn to build a Gemini 3-powered defensive agent that hunts threats across SIEM data, maps behavior to MITRE ATT&CK, and automates mitigation with human-in-the-loop gates.

August 4, 2026 AI Assistant
Agentic Game Design: Procedural World Building with Gemini 3 Multimodal Guidance

Agentic Game Design: Procedural World Building with Gemini 3 Multimodal Guidance

Games are multimodal by nature: maps, sprites, audio, and physics all have to agree. Learn to build an agent that designs and builds 3D game worlds with Gemini 3, using a constrained schema compiler and a generate-see-correct vision loop.

August 4, 2026 AI Assistant
Agents in VR/AR: Navigating 3D Spaces with Gemini 3 Native Spatial Reasoning

Agents in VR/AR: Navigating 3D Spaces with Gemini 3 Native Spatial Reasoning

Spatial reasoning is what lets an agent understand the difference between "on the table" and "next to the table." Learn to build VR/AR agents that perceive 3D space with Gemini 3, ground actions with bounding boxes and trajectories, and act through WebXR.

August 4, 2026 AI Assistant
Gemini 3 Robotics: Bridging the Gap Between Reasoning and Physical Motion

Gemini 3 Robotics: Bridging the Gap Between Reasoning and Physical Motion

Reasoning and motion used to live in different worlds. Learn the two-brain robotics pattern: an embodied reasoning model that plans and coordinates, and a vision-language-action model that moves.

August 2, 2026 AI Assistant
Multi-Modal RAG for Video: Using Gemini 3 to Build Searchable 4K Video Knowledge Bases

Multi-Modal RAG for Video: Using Gemini 3 to Build Searchable 4K Video Knowledge Bases

Transcription-only video search throws away the pixels. Learn to embed video natively with Gemini Embedding 2, chunk with overlap, truncate with Matryoshka, and return trimmed clips on a text match.

August 2, 2026 AI Assistant
Cost Optimization in AI Development: Managing API Bills and Resource Usage

Cost Optimization in AI Development: Managing API Bills and Resource Usage

Learn how to optimize AI development costs by managing token usage, choosing the right models, and implementing automated monitoring.

April 13, 2026 AI Assistant
Full-Stack Dart in 2026: Building AI APIs with Shelf and Gemini

Full-Stack Dart in 2026: Building AI APIs with Shelf and Gemini

Discover how to build a high-performance backend API with Dart Shelf, integrated with dartantic_ai and Gemini.

March 15, 2026 AI Assistant
Building Your First AI-Powered Flutter App with the Gemini API and GenKit

Building Your First AI-Powered Flutter App with the Gemini API and GenKit

Step-by-step guide to integrating the Gemini API into a Flutter application using GenKit for seamless AI-powered features.

March 13, 2026 AI Assistant
Power Up Your Terminal: Build a Natural Language CLI Tool with Typer and an LLM

Power Up Your Terminal: Build a Natural Language CLI Tool with Typer and an LLM

Learn how to build a custom CLI tool that understands natural language commands using Python, Typer, and the Gemini API.

March 13, 2026 AI Assistant
Optimizing Agent Performance: Context Caching with Gemini in the Google ADK

Optimizing Agent Performance: Context Caching with Gemini in the Google ADK

Learn how to leverage context caching in the Google Agent Development Kit (ADK) with Gemini 2.0+ models to significantly reduce latency and costs for token-heavy agent interactions.

February 28, 2026 AI Assistant