//
AI Development139 articles · Page 9 of 12
AI Development
Implementation notes for building AI tools around real business data, handoffs, review queues, and safeguards.
AI Development articles, page 9
AI Development
Enterprise IT agents just got a harder benchmark. The best models still missed half the incidents.
ITBench-AA shows why enterprise IT agents need scoped pilots, workflow receipts, eval datasets, approval gates, and human escalation before they touch production systems.
8 min read
AI Development
Google's Agent Executor shows why AI agents need runtime infrastructure
Google's Agent Executor points to a practical shift: production AI agents need durable execution, isolation, state consistency, recovery, and audit trails.
7 min read
AI Development
OpenAI's tax agents show why AI automation needs a feedback loop
OpenAI's Tax AI pilot with Codex is less a story about automated tax prep and more a lesson in production AI: agents improve when practitioner corrections become structured evidence, evals, and guarded releases.
8 min read
AI Development
Microsoft's Computer-Using Agents Are GA. The Real Story Is Legacy Workflow Automation.
Microsoft's Copilot Studio computer-using agents make AI-driven UI automation generally available. For SMB teams, the opportunity is not letting agents roam across screens. It is using governed workflows to bridge legacy systems that lack usable APIs.
8 min read
AI Development
Mistral Workflows shows what production AI automation actually needs
Mistral Workflows is not just another agent builder. It points to the operational checklist every SMB team should use before moving AI workflows from prototype to production.
7 min read
AI Development
GitHub's Copilot app turns coding agents into delivery sessions
GitHub's latest Copilot updates show AI coding agents moving beyond chat and into the software delivery loop: isolated sessions, pull request context, validation, review comments, failing-check fixes, and conditional merges.
11 min read
AI Development
Agent evals should test workflow receipts, not just model answers
If an AI agent is supposed to do work, the eval should inspect the receipt of that work: source data, tool calls, approvals, state changes, and recovery behavior.
7 min read
AI Development
The agent metric that matters: governance gets 12x more AI projects into production
Databricks' 2026 State of AI Agents report points to a practical lesson: governance and evaluations are becoming deployment infrastructure.
5 min read
AI Development
Google's Managed Agents make hosted AI sandboxes a business planning issue
Google's Managed Agents in the Gemini API show how hosted AI agent sandboxes are becoming part of business automation planning, not just developer experimentation.
8 min read
AI Development
Amazon Nova Act is HIPAA eligible. That changes the agent conversation.
AWS says Amazon Nova Act is now HIPAA eligible, giving healthcare teams a path to use browser-based AI agents for ePHI workflows under a BAA. The bigger lesson: regulated agent automation needs tight scope, approvals, logging, and clear compliance ownership.
8 min read
AI Development
Hugging Face Just Made Local Coding Agents a One-Command Install
Hugging Face's March 12 `huggingface_hub` v1.7.0 release added Python-package `hf` extensions, GitHub-based extension search, and a new `hf agents` path to a fully local coding agent.
4 min read
AI Development
The New Supply Chain Trick Is Code You Literally Cannot See
Aikido Security found 151 malicious packages uploaded to GitHub in one week that hid their payload in invisible Unicode characters, leaving reviewers staring at code that looked completely blank.
5 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.
384 articles
Machine Learning
Model concepts explained through thresholds, queues, and error costs that small teams can actually manage.
12 articles
Small Business AI
Plain-language guidance for owners and operators choosing one useful, reviewable AI workflow at a time.
93 articles
Technical Tutorials
Hands-on guides for approval policies, shadow weeks, agent receipts, and other AI workflow controls.
22 articles