Recent Blog Posts
Insights on AI Agents, Modern Web, and the Future of Engineering.
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.
AG-UI with CopilotKit: Streaming Agent State into Your App UI
How the AG-UI protocol and CopilotKit connect custom frontends to agents, and why day-zero A2UI support makes multi-agent UI rendering practical.
Hive for Local Database in Flutter: A Practical Guide
How Hive became the default key-value store for Flutter apps, what hive_ce changes, and when you should choose it over Isar, sqflite, or Drift.
Code Generation with build_runner in Dart and Flutter
A practical guide to build_runner: builders, annotations, watch mode, build.yaml configuration, and how to keep generated code fast and out of your way.
GoRouter Redirect Guards: Building Authentication Flows in Flutter
Learn how GoRouter redirect guards work and how to build automatic authentication flows, role-based access, and deep-link safe sign-in redirects in Flutter.
Migrating a LangChain Agent Chain to LangGraph: A Refactoring Guide
From AgentExecutor to StateGraph — a step-by-step mapping of the old LangChain agent pattern onto LangGraph concepts, with the v1 migration rules.
Handling Declined Payments in Agent Workflows: Recovery Flows That Learn
Stripe decline codes map to specific recovery actions — trigger 3DS, retry a bounded number of times, request a new payment method, or stay silent.