Brewing...
Blog
Page 15 of 31
All Articles
Insights on AI, machine learning, and technology strategy
Industry Insights·
OpenAI Launches GPT-5.4: The SMB Playbook for a Safe Week-One Rollout
GPT-5.4 is live. For small and midsize teams, the win is not instant migration — it's setting eval gates, model routing defaults, and rollback rules before feature teams move.
6 min read
Industry Insights·
Cursor Automations Pushes AI Coding Toward Always-On Execution
Cursor’s new Automations launch extends AI coding from prompt-response sessions into continuously running agent workflows. For SMB software teams, this changes how backlog triage, QA loops, and maintenance work can be delegated.
4 min read
Industry Insights·
The SWE Benchmark Your Team Used to Vet AI Coding Tools Expired in 7 Weeks
Ajeya Cotra at METR updated her AI coding agent forecast from ~24-hour tasks to >100 hours — in under two months. If your AI tool evaluation used SWE-bench or time-horizon metrics from Q4 2025, you're running on expired data.
5 min read
Industry Insights·
Databricks Launches KARL: A Grounded-Reasoning Agent Built for Enterprise Data
Databricks says its new KARL agent uses reinforcement learning to deliver faster, cheaper, and stronger grounded reasoning over enterprise data. Here’s what SMB leaders should pay attention to right now.
5 min read
Industry Insights·
NotebookLM Goes Cinematic: Can a $250/Month Subscription Replace Your $1,500 Explainer Video?
Google's NotebookLM now generates fully animated cinematic videos from your documents using Gemini 3, Nano Banana Pro, and Veo 3. Here's an honest accounting of where it earns that Ultra subscription price—and where it doesn't.
4 min read
AI Development·
Google Workspace CLI Is Official: What SMB Teams Can Automate This Quarter
Google Workspace now has an official unified CLI covering Gmail, Drive, Calendar, Docs, and Sheets. For small businesses, this turns repetitive admin work into scriptable workflows without building custom API wrappers.
5 min read
Industry Insights·
Microsoft Copilot Tasks Signals the Shift From Chat to Real Workflow Automation
Microsoft’s Copilot Tasks preview reframes AI from assistant chat to action-taking workflow execution. Here’s what small businesses should test now, where human approval still matters, and how to prepare for practical rollout.
3 min read
Industry Insights·
The WSL Tax Is Gone: A Workflow Teardown of OpenAI Codex on Windows for 10-Person Dev Shops
OpenAI's Codex app landed natively on Windows today, eliminating WSL-based workarounds. Paired with Symphony's spec-first orchestration, it closes the gap that kept Windows dev shops on the sidelines of agentic coding.
6 min read
Small Business AI·
NotebookLM Adds Cinematic Video Overviews for Ultra Users: A Practical ROI Check for SMB Teams
NotebookLM’s new Cinematic Video Overviews expand beyond audio summaries into visual explainers. For agencies, consultants, and course creators, the key question is whether Ultra-tier pricing translates into measurable client and content throughput gains.
5 min read
Industry Insights·
Anthropic Called OpenAI a Liar. Your AI Vendor Stack Just Got Political.
The OpenAI-Pentagon deal didn't just split two labs — it forced every IT buyer into a position. Six signals that turn this week's drama into a concrete procurement decision.
4 min read
Industry Insights·
Google Expands Canvas in AI Mode Across U.S. English: What SMB Teams Should Do Next
Google’s Canvas in AI Mode is now broadly available in U.S. English, moving from limited Labs testing toward mainstream use. Here’s what this rollout changes for small business planning, writing, and lightweight coding workflows.
4 min read
Industry Insights·
Pin or Chase: A Decision Memo for Teams Running Live Integrations on OpenAI's Monthly GPT-5.x Updates
OpenAI shipped GPT-5.3 Instant on March 3 with a 26.8% hallucination reduction, then teased 5.4 the same hour. For developers and ops leads with production API integrations, the question isn't which version is better — it's whether your workflow can handle a model that changes faster than your sprint cycle.
6 min read
Explore by Topic
Dive deeper into the subjects that matter to you
AI Development
Best practices, tools, and frameworks for building AI applications
33
Announcements
News and updates from BaristaLabs
4
Industry Insights
Analysis of AI trends, market developments, and future predictions
255
Machine Learning
Deep dives into ML algorithms, training techniques, and model optimization
6
Small Business AI
Practical AI advice for small and medium enterprises
68
Technical Tutorials
Step-by-step guides and hands-on coding tutorials
4