Blog Archive
Burn: A Rust-Native Deep Learning Framework Comes of Age
Burn 0.22 drops backend type parameters for runtime Device selection, unifies CUDA, ROCm, Metal, Vulkan and WebGPU behind CubeCL, and ships a batteries-included training story.
Flutter Local Notifications: Scheduling, Permissions, and Tap Handling
A practical guide to flutter_local_notifications — initialization, Android 13 permissions, zonedSchedule with timezones, background tap callbacks, and platform limits.
Flutter Web URL Strategies: Hash vs. Path Routing Done Right
Hash and path URL strategies in Flutter web, how to enable path URLs with flutter_web_plugins, the server rewrite you must not forget, and go_router interaction.
Isar Database for Flutter: Fast NoSQL Queries in Practice
A practical guide to Isar in 2026 — typed queries, indexes, watchers, and the v3 vs isar_community fork situation you need to know before adopting it.
Shell Routes in go_router: Nested Navigation Without Losing Your App Bar
How ShellRoute and StatefulShellRoute keep persistent navigation chrome while inner routes push and pop — plus redirects, parentNavigatorKey, and push vs go behavior inside shells.
GenUI Prompt First: How Flutter's GenUI Now Builds UI From System Prompts
Flutter's GenUI package moved from Structured Output First to Prompt First with A2UI v0.9. Here is what changed, why it matters, and how to wire PromptBuilder, TransportAdapter, and SurfaceController.
Chaos Testing Agent Workflows: Breaking Things on Purpose
How to apply chaos engineering to agent workflows — fault injection for model outages, tool failures, and stalls, plus the observability needed to prove resilience.
Streaming vs. Polling: Response Patterns for Async Agent Clients
When to stream agent responses, when polling is the right answer, and how to combine them with server-sent events, WebSockets, and durable run state.
A2A vs. MCP: Choosing the Right Interop Standard for Your Agents
MCP is vertical, A2A is horizontal. A practical decision framework for when your agent needs tool access, when it needs peer collaboration, and how the two compose.
Decision Logs as First-Class Data: Post-Mortems for Multi-Agent Systems
Treat agent decisions as structured, queryable data using OpenTelemetry logs and traces — and turn post-mortems into an automated, evidence-driven practice.
Alerting on Agent Anomalies: Drift, Hallucinations, and Stalls
A practical alerting strategy for production agents — what to detect, what thresholds to set, and how to wire LiteLLM alerting into Slack, email, and webhooks.
Flutter GPU: The Experimental Graphics API Explained
What Flutter GPU is, how it lets you write custom renderers in Dart and GLSL with no native code, what the 3.47.1 fixes change, and when to actually use it.