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⚡ AI Lessons (9089)
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Dev.to · Rhumb
1w ago
MCP Credential Lifecycle: What Happens When Your Tokens Expire in Production
Most MCP server operators discover their token management strategy the hard way: at 2am, when an...

Dev.to · Rhumb
1w ago
Agent State Management: How to Build Workflows That Recover Without You
Agent State Management: How to Build Workflows That Recover Without You ...

Dev.to · Rhumb
1w ago
A Production Readiness Checklist for Remote MCP Servers
Remote MCP is not a convenience problem. It's an auth and containment problem. 7 questions every operator should answer before trusting a remote MCP server in p

Dev.to · Rhumb
1w ago
How APIs Fail When Agents Use Them: A Failure Engineering Guide
Failure mode data is more operationally valuable than aggregate scores. Maps the six API failure categories — auth, rate limits, state consistency, network ambi

Dev.to · Rhumb
1w ago
Designing Agent Fleets That Survive Rate Limits: A Production Architecture Guide
Rate limits aren't just API gotchas — they're fleet architecture constraints. Here's how to design multi-agent systems that handle rate limits at 2am without hu

Dev.to · Rhumb
1w ago
LLM APIs in Agent Loops: What Actually Breaks at Scale
Beyond benchmarks: how Anthropic, OpenAI, and Google AI actually behave when your agent is running autonomously at 2am. Tool calling fidelity, rate limit compli

Dev.to · Rhumb
1w ago
Shopify API Autopsy: The GraphQL Bet That Agents Must Navigate
Shopify powers 4.6 million stores and processes $235B+ in annual GMV. Its bet on GraphQL makes it one...

Dev.to · Rhumb
1w ago
Twilio API Autopsy: What Agent-Native Almost Looks Like
Twilio is the communications API that set the standard for developer DX. At 8.0/10 AN Score (L4...

Dev.to · Rhumb
1w ago
HubSpot API Autopsy: What Breaks When Agents Try to Use It
HubSpot scores 4.6/10 on the AN Score — the lowest-rated CRM in Rhumb's dataset. A $30B platform used...

Dev.to · Rhumb
1w ago
Twilio vs Vonage vs Plivo for AI Agents — AN Score Comparison
Twilio scores 8.0 L4 — a clear winner in messaging APIs for AI agents. Vonage for multi-channel platforms, Plivo for cost-sensitive bulk operations. AN Score da

Dev.to · Rhumb
1w ago
Auth0 vs Clerk vs Firebase Auth for AI Agents — AN Score Comparison
Auth0 vs Clerk vs Firebase Auth for AI Agents — AN Score Comparison When your agent needs...

Dev.to · Rhumb
1w ago
AWS S3 vs Cloudflare R2 vs Backblaze B2 for AI Agents
Object storage for AI agent workloads Object storage is infrastructure agents touch...
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