Industry Insights·
Your AI agent needs a spend circuit breaker
Security reviews and approval policies are necessary, but autonomous agents also need a separate spend circuit breaker before they touch metered systems.
7 min read
Blog
Page 30 of 67
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Insights on AI, machine learning, and technology strategy
Technical Tutorials·
Run the security review before the AI workflow gets access
A practical technical tutorial for reviewing one AI workflow before it gets access to inboxes, CRM records, documents, vendor APIs, or model tools.
8 min read
Machine Learning·
When the score changes the queue: threshold tuning for AI approval workflows
Threshold tuning is not just a model dashboard choice. It changes review volume, customer-visible mistakes, and which AI actions still need human approval.
8 min read
Technical Tutorials·
How to test an AI agent sandbox before it runs code
Prove that one pinned agent sandbox allows the intended task, blocks denied work at the expected point, protects test secrets, records evidence, and falls back safely.
8 min read
Small Business AI·
The page an AI reads before it reads your website
AI assistants are becoming a new front door for small businesses. Give them the same clear, factual map you wish every new customer had.
8 min read
Industry Insights·
Healthcare AI needs answer routing before it answers
When people ask AI health questions, the first control is not a better answer. It is a routing label that decides whether the system may explain, draft, defer, or hand the question to a qualified person.
7 min read
Industry Insights·
AI-generated PDFs need a document handoff, not another browser print job
The model can write the report. The harder question is whether the final PDF can survive layout, approval, delivery, archiving, and review.
6 min read
Industry Insights·
Fedora's AI-agent mess shows why plausible work needs a quarantine path
A Fedora incident shows the quieter risk of agent-submitted work: plausible comments and PRs can consume reviewer time and change shared systems before anyone knows who is driving the account.
6 min read
Small Business AI·
Inventory your customer promises before AI answers for you
Before an AI assistant drafts support replies, social inbox answers, or follow-up emails, collect the promises your business already makes and mark which ones the assistant may repeat.
6 min read
Industry Insights·
The transaction memo is part of your AI attack surface now
A tiny transfer memo became a prompt-delivery path. Before an AI assistant reads payments, tickets, emails, or PDFs, map which fields are data and which actions they can influence.
6 min read
Industry Insights·
Apache Burr makes the agent run inspectable
A polished agent demo is not enough. Teams need to see the run map, the checkpoint gates, and one replayed failure before autonomy expands.
5 min read
Announcements·
Why we are turning AI news into workflow artifacts
A BaristaLabs field note on why more AI coverage should end as receipts, approval queues, workflow audits, security worksheets, launch packets, and review lanes.
4 min read
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AI Development
Implementation notes for building AI tools around real business data, handoffs, review queues, and safeguards.
248
Announcements
Product notes, service updates, and BaristaLabs news that affect how small teams use AI at work.
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Industry Insights
AI market news translated into workflow decisions, risk boundaries, and practical next steps for small businesses.
396
Machine Learning
Model concepts explained through thresholds, queues, and error costs that small teams can actually manage.
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Small Business AI
Plain-language guidance for owners and operators choosing one useful, reviewable AI workflow at a time.
106
Technical Tutorials
Hands-on guides for approval policies, shadow weeks, agent receipts, and other AI workflow controls.
26