Recent Blog Posts
Insights on AI Agents, Modern Web, and the Future of Engineering.
Flutter 2026: The Death of Native Development?
Is Flutter killing native Android and iOS development? Analyze the arguments, performance data, and real-world adoption to understand Flutter impact on native platforms.
A2UI Protocol: Agent-to-UI Collaboration for Flutter Apps
A2UI is an open protocol enabling AI agents and UI frameworks to collaborate. Learn how A2UI works with Flutter GenUI to generate dynamic interfaces from agent output.
Benchmarking Your Own Agent: Task Design and Automated Scoring
Design custom benchmarks for your agent with task categories, difficulty tiers, and automated scoring using Hugging Face Evaluate for reproducible, comparable results.
Agent Evals in CI: Suites That Run on Every Commit
Set up agent evaluation suites that run on every commit using the OpenAI Agents SDK, with GitHub Actions integration, regression detection, and PR commenting.
Primary Constructors in Dart 3.13: Cleaner Class Definitions
Dart 3.13 introduces primary constructors that reduce boilerplate by declaring parameters directly in the class header. Learn syntax, use cases, and migration tips.
Flutter 3.44: Everything Announced at Google I/O 2026
Flutter 3.44 launched at Google I/O 2026 with Hybrid Composition++, Agentic Hot Reload, Wasm defaults, and 1.5 million monthly developers. Full breakdown inside.
Replay-Based Regression: Deterministic Re-Runs of Agent Workflows
Build deterministic replay systems for agent workflows that capture tool responses, LLM outputs, and state transitions to enable reliable regression testing.
Flutter GenUI SDK: AI-Powered Dynamic UI Generation
GenUI is Flutter official SDK for generating UI dynamically from natural language prompts. Learn how the SurfaceController, DataModel, and Widget Catalog work together.
Trajectory Scoring: Rewarding Good Plans, Not Just Answers
Move beyond answer-level evaluation with trajectory scoring that rewards agents for good reasoning, efficient planning, and sound decision-making throughout their execution.
A/B Testing Agent Variants: Prompts, Models, and Context
Set up A/B testing for agent variants using LiteLLM to compare prompts, models, and context strategies with statistical rigor and production-ready infrastructure.
Flutter Animation Fundamentals: From Implicit to Explicit
Master Flutter animations by understanding implicit animations, explicit AnimationController, and when to use each approach. Code examples for real-world scenarios.
Structured vs. Unstructured Retrieval: Documents, APIs, and Databases
Compare structured and unstructured retrieval strategies for agent RAG systems, with patterns for choosing between SQL, vector search, API calls, and hybrid approaches.