Ai Agents · Standard Reader

FOLKOct 9, 2026

FOLK has a bot API: bots play our MMO over plain HTTP, at human pace, by the same rules as people, wearing a bot label. What our own bot found in 21 hours, and how to bring yours.

FOLKbot API

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

LocalStack BlogSep 29, 2026

Test Snowflake SQL Locally with Your AI Agent

We gave Claude Code the LocalStack MCP server and a CSV export of SaaS billing data, then asked it to build a quarterly Revenue-by-Plan report on our Snowflake emulator. It loaded the data, found & fixed two bugs, and proved the result, without touching the real Snowflake cloud.

SnowflakeAI Agents

gwlthrSep 27, 2026

The is_urgent classifier of Laya seems overly chill. Or am I using this model wrong here?

AI AgentsSystem One models

Random ThoughtsSep 23, 2026

I (kind of) writing code by hand.

LLMai agents

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.

1

AI AgentsMCP

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.

1

AI AgentsMCP

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.

1

AI AgentsMCP

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.

AI AgentsMCP

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.

AI AgentsMCP

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.

AI AgentsMCP

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.

AI AgentsMCP