📰 Dev.to · Rhumb
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Dev.to · Rhumb
1w ago
Payment Provider Profiles for Agent Task Markets
Rhumb scored Adyen, Braintree, Stripe, Lemon Squeezy, Square, and PayPal for autonomous task-market payment routing.

Dev.to · Rhumb
2w ago
MCP Tool Output Budget Checklist
Harden MCP tool outputs with route-level response ceilings, schema discipline, artifact handoff, redaction, pagination, truncation receipts, and traces.

Dev.to · Rhumb
2w ago
MCP Filesystem Path Boundary Checklist
Harden filesystem and repo MCP tools with operation classes, cwd anchors, canonical path proof, denied-neighbor fixtures, redaction, typed denials, and receipts

Dev.to · Rhumb
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
MCP Retry and Rate-Limit Budget Checklist
Harden MCP retries and rate-limit handling with route budgets, quota owners, idempotency guards, backoff evidence, exhausted-budget denials, and receipts.

Dev.to · Rhumb
2w ago
MCP Fetch SSRF Protection Checklist
Prevent SSRF in MCP fetch and URL tools with URL parsing, DNS/IP classification, redirect containment, credential-lane isolation, typed denials, and audit recei

Dev.to · Rhumb
2w ago
The First Paid Agent Call Should Be Boring
Before an AI agent repeats a paid API call, make one route, one budget owner, one credential rail, one denied neighbor, and one receipt boring enough to audit.

Dev.to · Rhumb
2w ago
MCP Threat Model Template for Agent Tools
A copy-paste MCP threat model for production agent tools: route, caller, authority surface, credential lane, budget owner, denied neighbor, receipts, and recove

Dev.to · Rhumb
1mo ago
Resolve a web-search capability in three calls
Most agent demos skip the governed preflight: supported path, concrete rail, cost, and credential boundary before spend.

Dev.to · Rhumb
1mo ago
Signed MCP Receipts Create Evidence After the Call. They Do Not Make the Call Safe
Signed MCP Receipts Create Evidence After the Call. They Do Not Make the Call Safe A...

Dev.to · Rhumb
1mo ago
Persistent Agent Memory Works When Priors Are Bound, Not Merely Recalled
Persistent Agent Memory Works When Priors Are Bound, Not Merely Recalled A useful critique...

Dev.to · Rhumb
1mo ago
Static MCP Scores Are a Baseline. Runtime Trust Is the Missing Overlay
Static MCP Scores Are a Baseline. Runtime Trust Is the Missing Overlay A fresh critique of...

Dev.to · Rhumb
1mo ago
Remote MCP Uptime Is Not Production Readiness
Remote MCP Uptime Is Not Production Readiness A remote MCP server that responds is not...

Dev.to · Rhumb
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Governed Capabilities Are Becoming the Real Control Plane for Agent Integrations
Governed Capabilities Are Becoming the Real Control Plane for Agent Integrations A lot of...

Dev.to · Rhumb
1mo ago
Persistent Coding Memory Is a Trust Boundary, Not Just Context Compression
Persistent Coding Memory Is a Trust Boundary, Not Just Context Compression A lot of...

Dev.to · Rhumb
🏗️ Systems Design & Architecture
⚡ AI Lesson
1mo ago
Read-Only MCP Removes a Failure Class, But Only if the Whole Tool Boundary Is Actually Read-Only
Read-Only MCP Removes a Failure Class, But Only if the Whole Tool Boundary Is Actually...

Dev.to · Rhumb
1mo ago
Flat \"Best MCP Server\" Lists Hide the Decision That Actually Matters: Workflow Fit vs Trust Class
Flat "Best MCP Server" Lists Hide the Decision That Actually Matters: Workflow Fit vs Trust...

Dev.to · Rhumb
1mo ago
One Key, Many Superpowers: Why Agent Onboarding Should Be Capability-First
One Key, Many Superpowers: Why Agent Onboarding Should Be Capability-First A lot of agent...

Dev.to · Rhumb
2mo 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
2mo 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
2mo 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
2mo 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
2mo 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
2mo 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
2mo 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...
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