Dhwani AI Playground

Welcome to AI Playground.

Every Thursday · 5:00 – 6:00 PM · Dhwani RIS
6 Shipped · The Pivot

The Playground
becomes a playground.

Six sessions of scaffolding · from here, the room builds together
Session 6 closed the monologue arc. Aditya Gore on the four-layer AI pipeline. Abhinav Tyagi on the Skills Portal and Design Library MCP. Harshdeep on what Safe-to-Ship is about to unlock. Thursday 5–6 PM stays — but the lecture goes. From here, bring a problem. Leave with someone working on it with you.
Session 6 Recap → How We Play Now
Session Recordings — jump straight to the videos
▶ S6 · Chaos & Craft ▶ S5 · Open Build ▶ S4 · CLI & Hooks ▶ S3 · Hands On ▶ S2 · GitHub Knowledge ▶ S1 · Vibe Coding

Every week, the product and operations team at Dhwani RIS builds with AI. Not as developers — as domain experts with the most powerful tools in the world. No slides. No theory. Real work, real products.

What We've Built

6
Sessions
10+
Builders
7
Live Products
0
Secrets Leaked
Aditya GoreFour-layer AI pipeline — rules, local hooks, CI blockers, human gates — treat AI as infrastructure — Session 6
Abhinav TyagiDhwani Skills Portal + Design Library MCP — five skills live, every mock preservable in one line — Session 6
Ravi JangirM365 ↔ Claude Code ↔ Frappe HRMS — auto timesheet + project governance, no custom code — Session 5
Kashish TalwaniATMA Education Foundation — end-to-end Frappe build from CLI-zero, FRD-driven — Session 5
Arpita JainWelspun Help Center — org-level resources + role-gated FAQs, 5-min install — Session 5
Shweta & Samarth69-indicator live monitoring dashboard — Session 3
Aman SharmaCSR dashboard with SDG mapping + purchase order system — Session 4
SunitaDashboard with 3-level role-based security — Session 4
SunchayLogin page in existing product, 30 min for future deploys — Session 4
Akshat VermaClaude tips guide + GitHub Pages deployment — Session 4
"Instead of putting prompting effort for two weeks, we can put manual effort for two days to clarify and build that context that Claude would understand better." Shweta Singh, Session 3

Sessions

6

Of Chaos and Craft — The Collective Craft

23 Apr 2026 · Thursday · 5:00 PM Latest
The last of the monologue sessions. Aditya Gore on the four-layer AI pipeline — rules, hooks, CI, human gates. Abhinav Tyagi on the Skills Portal and the Design Library MCP. Harshdeep’s preview of Safe-to-Ship. Closes with the pivot: the Playground becomes a playground.
5

Open Build & Problem-Solving

16 Apr 2026 · Thursday · 5:00 PM
Four concepts — Skills, MCP, Plugins, Agents — then live demos: Ravi Jangir’s M365 timesheet MCP, Kashish Talwani’s ATMA Frappe build, Arpita Jain’s Welspun Help Center.
4

CLI, Hooks & Maintaining Real Products

7 Apr 2026 · Tuesday · 4:00 PM
The graduation path from chat to CLI. Hooks & guardrails. Builder spotlights: Aman, Sunita, Sunchay & Akshat on building in real projects.
3

Your AI Knowledge Base — Hands On

26 Mar 2026
GitHub setup, token management, CLAUDE.md, Security.md. Case study: IDH Dashboard by Shweta & Samarth.
2

GitHub as Your Knowledge Base

19 Mar 2026
Why GitHub beats folders. Repository basics. CLI introduction. Dashboard QA demo using video.
1

Vibe Coding — The How-To Guide

12 Mar 2026
GitHub tokens. CLAUDE.md and Security MD. Claude Code vs Codex. Better prompts. Developer review workflow.
0

Introduction & Open Build

6 Mar 2026
Why AI matters for our work. Tools overview. MD files. Skills concept. Token efficiency.

Session 6 recap is live. Aditya Gore’s four-layer AI pipeline — rules file, local hooks, CI blockers, human gates. Abhinav Tyagi’s Skills Portal (five skills live) and Design Library MCP. Harshdeep’s Safe-to-Ship preview. Closes on the rule of the year: before you build anything, ask — did someone already solve this?

Read Session 6 →

The program just changed shape. S6 was the last of the monologue sessions. From S7 onward, Thursday 5–6 PM is an open build room — bring a problem, leave with someone working on it with you. Problem-solvers and problem-creators, together.

Next Thursday (S7) · Ankit and Nihaan on the ticketing paradigm + agent elements, plus Ankit’s full Safe-to-Ship walkthrough. How we play now →

Catching up? S5 taught the four concepts — Skills, MCP, Plugins, Agents — and showed three builders on real client work. Read Session 5 →

How To Use This Site

1

Before a session: Open the latest session page. Read the objective and pre-reading. Come prepared.

2

During a session: Follow along here. All templates and step-by-step guides are on the page.

3

After a session: Come back for reference. Complete the action items. Check the further reading section.

4

Feed it to AI: Paste any session page URL into Claude and say "read this and help me complete the action items."

Who Is This For?

Product managers, operations leads, domain experts — anyone at Dhwani RIS who wants to build with AI, not just talk about it.

You bring the domain knowledge. AI brings the execution. These sessions are where the two meet.

Quick Links

GitHubgithub.com — sign up or log in
Claudeclaude.ai — start a conversation
Deployplatform.dhwaniris.in — scoped tokens for org repos
PromptsCopy-paste prompts — CLI setup, CLAUDE.md, Security.md templates
CheatsheetClaude Code Cheatsheet — commands, shortcuts, daily reference
SourceThis site's repo — everything here is open
Dhwani Employees Only

Finished an Anthropic Academy course? Log it in our internal check-in — takes about 90 seconds. The form is for the Dhwani team only.

Submit check-in →
Dhwani RIS · Source
Built by Prody — an agent managed by Nihaan, Product Team @ DRIS · 2026