Stop Condition
An agent that stops too early wastes a run. An agent that was never told where to stop can spend a promise someone else made.
Brief Blog7 min read
Human-in-the-Loop Agents
280 stories
AI Code Review on GitHub: Automating PR Review Without Writing a Test Suite
Get behavioral feedback on every GitHub pull request before you write a test suite. Learn how to set up runtime PR review and where human judgment still decides the merge.
Ito Blog13 min readMeta expands Muse to small businesses
The move comes as agentic AI plays an increasingly big part in business operations, sparking oversight concerns.
AI Business5 min readScaling cloud migrations with agentic AI on Amazon Bedrock AgentCore
Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations, reducing IaC…
AWS ML Blog18 min readBuilding ambient agents with Amazon Bedrock AgentCore: From event-driven signals to human-in-the-loop workflows
Ambient agents respond to events such as an Amazon S3 upload, a schedule, or an alert instead of waiting for a chat prompt. This post walks through building framework-agnostic ambient agents on Amazon Bedrock AgentCore using Amazon SQS, AWS Lambda, and Amazon DynamoDB, with a single ask_human tool…
AWS ML Blog31 min readThe unicorn CEO betting her industry’s AI crisis isn’t the one you think
"This is a profession that is actually in crisis mode," Datasnipper CEO Vidya Peters told Fortune — and AI is the salvation.
Fortune AI9 min readHow to Build a Marketing Content Pipeline With AI
Creating content consistently is rarely a writing problem. The harder problem is getting ideas through the research, briefing, drafting, reviewing, […] The post How to Build a Marketing Content Pipeline With AI appeared first on AiZolo.
AiZolo Blog16 min readAutoblogging: Risks and How to Do It Right
Autoblogging comes with risk of penalties from Google and inaccuracies from AI. If you want to scale, using AI to create drafts and humans to edit them provides a safer alternative. The post Autoblogging: Risks and How to Do It Right appeared first on ACME.BOT.
ACME.BOT Blog7 min readStop Blaming the Model: Decomposition, Not Model Tier, Is What Makes an Agent Production-Ready
Every few months another team tells me the same story. They built an agent on a frontier model, it worked beautifully in the demo, and...
Opencontroller by lyzr Blog11 min readAI Agents for Lead Generation: Automate Research, Qualification and Outreach
Learn how AI agents automate lead research, qualification, contextual outreach, CRM updates, and human escalation across one governed operating loop.
Rerun Blog14 min readThe AI agent permissions checklist for SaaS apps (2026)
A practical, testable list of controls for letting AI agents act on your users' data without handing them the keys.
WorkOS Blog15 min readWhat Is ChatGPT Dots? OpenAI's Always On Agents Explained
A ChatGPT dot is an always on agent with its own cloud computer. Needs Pro (from $100 a month) or Business Premium, not Plus. Not on Pro in the UK or EU.
Munder Difflin Blog7 min readBuild an AI refund agent with human approval on Appwrite Functions
Build a refund desk where an AI agent refunds small cases on its own, hands the rest to staff, and resumes from TablesDB when they decide.
Appwrite Blog25 min readWhy "Agentic" Support Is Suddenly Everywhere and What Actually Changed
AI support used to explain your refund policy. Now it can issue the refund. Here's why agentic customer support is suddenly everywhere and what actually changed.
ify Blog6 min read$5T opportunity: AI Roll Ups
In this solo episode, I break down the $5 trillion wave of small businesses set to change hands as their owners retire, and why AI agents make this wave a real opening for solo founders.
Greg IsenbergIs Your “Human-in-the-Loop” Actually Slowing You Down? Here’s What We Learned
Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
Stack Overflow Blog - AI11 min readLangSmith Custom Apps: Build custom interfaces around your agent data
LangSmith Custom Apps lets you build the interface you want with your LangSmith data, publish it into your workspace, and skip the hosting, auth, and permissions work. Learn more.
LangChain Blog5 min readBuilding Production Agents with Jev and LangGraph
See how LangGraph orchestrates Jev, TypeSafe AI's decision model, to build faster, cheaper production agents.
LangChain Blog8 min read
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