Small Business AI·
What a Two-Day AI Agent Workshop Can Prove
A working workshop prototype can prove that a team understands and can operate one bounded AI-assisted workflow. Learn what remains untested and how to choose the next step.
9 min read
Blog
Page 11 of 64
All Articles
Insights on AI, machine learning, and technology strategy
Constructed diagramAI Development·
Amazon Quick can read Purview labels. You still choose what happens next.
Amazon Quick now applies Microsoft Purview sensitivity labels to files in chat, spaces, and knowledge bases. The consequential choices are the default and outage actions.
6 min read
Constructed diagramAI Development·
Amazon Quick reached GovCloud. Your workflow still needs its own boundary test
Amazon Quick can now keep agent data and inference in GovCloud (US-West). That removes one deployment blocker, not the need to approve the full workflow.
7 min read
Constructed diagramAI Development·
Copilot Memory is a user policy with repository consequences
Copilot can carry repository facts and coding preferences between sessions and features. The enablement decision belongs at the user-policy layer, but its effects reach code review, CLI work, and repositories.
6 min read
Constructed diagramAI Development·
AI writes more code. Your language choice now sets the review floor.
Go's formatter, compiler, tests, vulnerability checks, and fuzzing can give coding agents a consistent verification path. That is a reason to test the path—not migrate on faith.
6 min read
AI Development·
GitHub’s Copilot token report tells you where cost accumulated—not why
GitHub now exposes four token classes behind Copilot AI credits. The report can locate a costly slice, but task context and quality evidence must explain it.
7 min read
AI Development·
In n8n, text before a tool call is not the tool result
n8n 2.35 fixes pre-tool text leaking into later AI Agent responses. The repaired behavior differs between V3 chat messages and V2 node output, so test the exact path you operate.
6 min read
Industry Insights·
Fivetran’s replacement of a $65,000-a-year status-page subscription shows the full build cost
Fivetran estimates 162 engineering hours for its status-page MVP and another 587 for production hardening, rollout, and pre-release bug work. Its self-reported cost model shows when replacing a narrow SaaS slice may pay back and when buying remains the better choice.
8 min read
Announcements·
Supercharger Rally turns charging stops into game checkpoints
A first-party field note on the choose, drive, capture, and unlock loop behind Supercharger Rally—and the product boundaries to know before use.
7 min read
Industry Insights·
Muse Glimmer’s 17 GB artifact is not the whole local agent runtime
The 17 GB language-model artifact is only one part of Muse Glimmer’s local agent runtime. Test the complete stack, tool path, recovery behavior, and locality boundary on the target workstation.
8 min read
Technical Tutorials·
How to review an AI-built website change before publishing
A practical way to verify a versioned website change across code, browser behavior, accessibility, metadata, links, and performance before approval.
12 min read
Industry Insights·
Test Google's new Ads and Analytics AI with one recurring reporting question
Google connected Analytics AI Overviews to Ask Advisor and announced custom Ads insights, Google Ads Dashboards, and Analytics peer benchmarks. Ask Advisor and the marked Ads features are in beta for English-language accounts.
5 min read
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AI Development
Implementation notes for building AI tools around real business data, handoffs, review queues, and safeguards.
220
Announcements
Product notes, service updates, and BaristaLabs news that affect how small teams use AI at work.
9
Industry Insights
AI market news translated into workflow decisions, risk boundaries, and practical next steps for small businesses.
393
Machine Learning
Model concepts explained through thresholds, queues, and error costs that small teams can actually manage.
14
Small Business AI
Plain-language guidance for owners and operators choosing one useful, reviewable AI workflow at a time.
104
Technical Tutorials
Hands-on guides for approval policies, shadow weeks, agent receipts, and other AI workflow controls.
26