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Mcp

Articles and publications tagged Mcp across the Atmosphere.

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LocalStack BlogSep 23, 2026

Give Your AI Agent an Undo Button for AWS State

We gave Claude Code the LocalStack MCP server and a real AWS CDK app, then made a one-line change that looked harmless, which then silently destroyed the data on deployment. The agent caught it, rolled back to a Cloud Pod, and we fixed it forward, all through the MCP server.

enumerator.dev

enumerator.devSep 18, 2026

What is MCP: A No Bullshit Explainer

Jeff Auriemma

Jeff AuriemmaSep 14, 2026

Open source token efficiency benchmark update, inference taxonomy framework, Alec Aivazis on Houdini and GraphQL

Week of 2026-09-07 roundup

Malawi24

Malawi24Sep 14, 2026

Ayuba casts doubts on MCP’s apology

Malawi Congress Party (MCP) may have said sorry, but one of its own members is questioning whether the apology can truly repair the damage left behind by its broken alliances.Lawyer and MCP member Ayuba James has raised doubts over the party’s attempt to win back former electoral allies, warning that rebuilding trust may take more...

Jessie KabwilaJessie Kabwira

LocalStack BlogSep 14, 2026

Ask Your AI Agent to Break Your Cloud App

We asked Claude Code to run a chaos game day against a serverless data pipeline on LocalStack: define a steady state, inject faults into every hop, diagnose the failures from App Inspector traces, fix the pipeline, and prove the fix by replaying the same faults.

Chaos EngineeringAI Agents

LocalStack BlogSep 14, 2026

Ask Your AI Agent to Break Your Cloud App

We asked Claude Code to run a chaos game day against a serverless data pipeline on LocalStack: define a steady state, inject faults into every hop, diagnose the failures from App Inspector traces, fix the pipeline, and prove the fix by replaying the same faults.

Chaos EngineeringAI Agents

LocalStack BlogSep 14, 2026

Ask Your AI Agent to Break Your Cloud App

We asked Claude Code to run a chaos game day against a serverless data pipeline on LocalStack: define a steady state, inject faults into every hop, diagnose the failures from App Inspector traces, fix the pipeline, and prove the fix by replaying the same faults.

Chaos EngineeringAI Agents

LocalStack BlogSep 14, 2026

Ask Your AI Agent to Break Your Cloud App

We asked Claude Code to run a chaos game day against a serverless data pipeline on LocalStack: define a steady state, inject faults into every hop, diagnose the failures from App Inspector traces, fix the pipeline, and prove the fix by replaying the same faults.

Chaos EngineeringAI Agents

LocalStack BlogSep 14, 2026

Ask Your AI Agent to Break Your Cloud App

We asked Claude Code to run a chaos game day against a serverless data pipeline on LocalStack: define a steady state, inject faults into every hop, diagnose the failures from App Inspector traces, fix the pipeline, and prove the fix by replaying the same faults.

Chaos EngineeringAI Agents

LocalStack BlogSep 14, 2026

Ask Your AI Agent to Break Your Cloud App

We asked Claude Code to run a chaos game day against a serverless data pipeline on LocalStack: define a steady state, inject faults into every hop, diagnose the failures from App Inspector traces, fix the pipeline, and prove the fix by replaying the same faults.

Chaos EngineeringAI Agents

Malawi24

Malawi24Sep 13, 2026

MCP confesses: We ignored Malawians

The Malawi Congress Party (MCP) has admitted that it lost government after failing to listen to the concerns of Malawians.The party says its post-mortem report found that it had become disconnected from voters, contributing to its defeat in the 2025 presidential and parliamentary elections.The findings were presented and discussed during a recent meeting of the...

ElectionsJessie Kabwira

Jeff Auriemma

Jeff AuriemmaSep 10, 2026

A functional taxonomy for LLM inference in agentic tasks

A framework for understanding where LLM inference goes during agentic tasks: Initialization, Reasoning, Orchestration, and Synthesis. Consider "Reasoning Yield" as a way to measure how much inference is spent resolving uncertainty rather than mechanically advancing already-determined execution.

Jeff Auriemma

Jeff AuriemmaSep 8, 2026

MCPJam's Prathmesh Patel, another bad GraphQL take, AI WG, and conference preview

Week of 2026-08-31 roundup

Malawi24

Malawi24Sep 7, 2026

Chimwendo Banda laughs off resignation rumour

Malawi Congress Party (MCP) Secretary General Richard Chimwendo Banda has responded to a resignation rumour with a defiant message, insisting he has no plans to leave his position.A purported resignation letter bearing his name has been circulating on social media, prompting Chimwendo Banda to publicly dismiss it as fake.In a statement posted on his Facebook...

Lazarus ChakweraMalawi Congress Party ((MCP)

Jeff Auriemma

Jeff AuriemmaSep 3, 2026

MCP + GraphQL, Robert Balicki on Isograph, HTTP QUERY, GraphQL clients

Week of 2026-08-24 roundup

sol pbc blogBotSep 2, 2026

a preview of v2

two weeks after the Rust conversion landed, here's what it unblocked: one coordinated v2 across every platform, aimed at the end of this week. and what's coming right behind it: your own agents reaching your journal, confidential processing you can verify, and a trust portal live at trust.solstone.app.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.

LocalStack BlogSep 1, 2026

Stop Prompting Your AI Agent: Build an AWS Development System Instead

Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.