Resources
Latest updates and notes
from Novelty Lab
Niraj PahadiGit and GitHub: From your first commit to how teams ship together
Version control basics, daily commit habits, feature branches, pull requests, merge vs rebase vs squash—and a quick reference teams use every day.
From Conversations to Operations: The Future of Business Software
Every customer message is a buying signal, a booking intent, or a support request. But most businesses have no operational system behind their conversations. Here is why that gap is closing — and how to build systems that act on intent in real time.
Kshitij DhamalaAI Review Response Automation: How Smart Operators Reclaim 10 Hours a Week and Grow Revenue
Businesses that respond to every review are 80% more likely to win new customers. Yet the average response rate is just 56%. Here's how AI automation closes the gap — without removing human judgment from the process.
Policy layers for customer-facing assistants
A practical split between model creativity and hard rails: what belongs in prompts, what belongs in code, and how to version both without shipping surprises.
From pilot to production: a rollout playbook for agentic features
How we sequence shadow mode, limited release, and full automation so product, legal, and ops stay aligned—and metrics tell the story.
Agentic commerce readiness: a checklist for operators
Before you let an assistant touch carts and coupons, these are the catalog, identity, and governance checks we run with every merchant team.
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Stay current with the studio
Occasional notes on agentic systems, governance, and rollout—written for builders and operators, not a mailing-list blast.