//
AI Development184 articles · Page 2 of 16
AI Development
Implementation notes for building AI tools around real business data, handoffs, review queues, and safeguards.
AI Development articles, page 2
Constructed diagramAI Development·
Amazon Quick can build an app from a prompt. Publishing still creates a system to own
Amazon Quick now turns natural-language descriptions into connected web apps. Before sharing one, separate the builder, data access, write authority, and release owner.
7 min read
AI Development·
VS Code's second AI opinion is a critique, not an approval
VS Code 1.135 brings GitHub's experimental Rubber Duck critic into Agent Host sessions. Use the extra perspective before tests and human review—not in place of them.
6 min read
AI Development·
Shared Copilot agents need a publication owner
Visual Studio now discovers custom Copilot agents published across a GitHub organization. Treat each shared definition as a maintained dependency, not a reusable prompt.
6 min read
AI Development·
GitHub's global Copilot model policy makes delegation a live choice
GitHub is enforcing its global Copilot model policy through September 1. Unconfigured models will inherit an enabled default unless administrators make explicit model-level choices.
6 min read
Constructed diagramAI Development·
AWS Transform enters FedRAMP Class C scope in Ohio
AWS Transform is now inside the current FedRAMP Class C certification boundary in US East (Ohio). That changes service eligibility, not authorization of a complete modernization workload.
6 min read
Constructed diagramAI Development·
GitHub Copilot self-serve seats become paid before access
GitHub is changing self-serve Copilot Business and Enterprise seat billing for credit-card and PayPal customers. Approve each assignment as a purchase and time removals before renewal.
6 min read
AI Development·
AWS Security Agent can cap task-hours. The cap does not prove test coverage.
AWS Security Agent can now cap cumulative task-hours and revalidate selected findings. Use the cap as a spending ceiling, then choose focused or full retesting from the change scope.
7 min read
AWS puts Redshift skills inside AI agents—separate advice from authority
7 min read
Constructed diagramAI Development·
JFrog Traffic Controller moves package policy to the network edge
JFrog's new Traffic Controller reroutes public package downloads through Artifactory before developers or AI agents receive them. Test the network path before treating it as universal enforcement.
7 min read
Constructed diagramAI Development·
AgentCore Memory can now enforce who gets which memories
AWS added JWT-authenticated Cedar authorization to AgentCore Memory. Teams can move tenant and user isolation out of scattered application checks, but the policy still needs adversarial verification.
7 min read
Constructed diagramAI Development·
GitHub Copilot chat retention is moving from 28 days to the life of the account
GitHub will unify Copilot on the web, mobile, and cloud agent under one default-enabled policy. The same change extends github.com chat retention from 28 days to the life of the account.
6 min read
Constructed diagramAI Development·
GitHub's Default code review setting moves to Balanced on September 28
GitHub will make Balanced the effective default for Copilot code review on September 28. Resolve inherited settings now, then verify effort and usage on real pull requests.
7 min read
Explore Other Categories
Announcements
Product notes, service updates, and BaristaLabs news that affect how small teams use AI at work.
9 articles
Industry Insights
AI market news translated into workflow decisions, risk boundaries, and practical next steps for small businesses.
387 articles
Machine Learning
Model concepts explained through thresholds, queues, and error costs that small teams can actually manage.
14 articles
Small Business AI
Plain-language guidance for owners and operators choosing one useful, reviewable AI workflow at a time.
96 articles
Technical Tutorials
Hands-on guides for approval policies, shadow weeks, agent receipts, and other AI workflow controls.
25 articles