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AI Development227 articles · Page 5 of 19
AI Development
Implementation notes for building AI tools around real business data, handoffs, review queues, and safeguards.
AI Development articles, page 5
Constructed diagramAI Development·
A long-running AI agent is not ready until you interrupt it
OpenAI's updated Agents SDK can restore work in a fresh sandbox. That makes interruption testing a release requirement, not an edge case.
7 min read
Constructed diagramAI Development·
Copilot can now approve pull requests. Give it narrow merge authority
GitHub Copilot can now submit approvals that count toward branch protection. Keep assessments broad, grant approval authority by low-risk path, and test what happens after a new commit.
7 min read
Constructed diagramAI Development·
Copilot content exclusions reached the app and CLI. Verify the boundary
GitHub Copilot's app and CLI now respect content-exclusion policies. Test one blocked file, one allowed file, and every agent surface before treating that policy as a boundary.
7 min read
Constructed diagramAI Development·
OpenAI connected ChatGPT to Epic. Test two retrieval paths, not one demo
OpenAI's Epic integration and Healthcare Public Data plugin bring private chart context and public medical sources into one workspace. Validate those retrieval paths separately before combining them.
6 min read
Constructed diagramAI Development·
OpenAI put $1 billion behind Daybreak. Apply with a bounded cyber pilot
OpenAI's new Daybreak commitment offers subsidized cyber-AI access and support. Eligible teams should register with one authorized, isolated workflow—not a request to automate security broadly.
6 min read
Constructed diagramAI Development·
Anthropic's commerce blueprint is safest when the first pilot cannot sell
Anthropic released working shopping and merchant agent examples. The repository's most useful production advice is to start with authoritative reads, refused writes, and an existing checkout handoff.
6 min read
Constructed diagramAI Development·
Anthropic's new safeguards put AI misuse review in the customer's queue
Anthropic's Enterprise Frontier Safeguards will keep monitoring data in customer-controlled cloud infrastructure and route signals to customer reviewers. That makes incident-response readiness part of the buying decision.
6 min read
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
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