Use cases

Pick the function. See how they contribute.

Gentlybot is a shared AI development environment for the full product development team. See how product managers, designers, QA, engineering, marketers, sales, CS, support, and operations contribute around the same complex or legacy app without bypassing review.

PMs, design, QA, engineering
Product lifecycle

Scope feasibility, explore UI, coordinate across services, generate test plans, implement changes, and keep every step reviewable.

Example prompt

“Can we prototype scheduled report emails, test the edge cases, and open a reviewable PR?”

What comes back
  • Feasibility answer
  • Approved plan
  • Live preview
  • Test evidence
Marketing and sales
Go-to-market

Give marketing and sales grounded product answers, live demos, safer claims, and real site changes.

Example prompt

“Can we support this prospect’s SSO workflow, and can we tailor a live demo for them?”

What comes back
  • Cited product answer
  • Customer-safe caveats
  • Demo sandbox
  • PR handoff
CS and support
Customer teams

Turn screenshots, tickets, account history, and product behavior into clear replies, QBR briefs, tickets, and fixes.

Example prompt

“Is this export issue a bug, what should I tell the customer, and has the fix shipped?”

What comes back
  • Bug-or-expected answer
  • Drafted reply
  • Repro video
  • Fix status
Ops, admins, internal tools
Operations

Wire Jira, Slack, GitHub, and schedules into repeatable prompts that triage, report, and ship internal fixes.

Example prompt

“When a data-sync bug lands in Jira, reproduce it, find the likely cause, and comment back.”

What comes back
  • Saved trigger
  • Auto-triage
  • Scheduled digest
  • Reviewed script PR
Threads by function

Each preview shows how that function actually works in Gently: the prompt, grounded answer, plan, real-app sandbox, PR, test output, or review loop. Roles with a “Full page” link open into the complete flow, start to finish.

Product lifecycle

Product lifecycle

Feasibility → an approved plan → a working prototype + PR.

View full product managers thread
Scope and prototype “scheduled report emails”
northwind / web
Sandbox live
D
DanaAsk

How does our report export work today, and where would per-team “scheduled email” delivery hook in?

Worked for 9s · 6 tools

Exports are generated on demand; nothing is scheduled yet. The natural seam:

  • Todayreport rendering already lives in a reusable service
  • Missinga scheduler + an email sender — no schema change needed
  • Effortsmall-to-medium; reuses the existing job queue

References

lib/reports/render.ts:64
lib/jobs/queue.ts:21
Ask, plan, or build anything…Auto
Product lifecycle

Wireframe to align, live preview to verify, PR to ship the polish.

View full designers thread
Redesign the settings card from a mockup
northwind / web
Sandbox live
M
MiraPlan

Match this redesign for the billing settings card. Wireframe the default and empty states first so we can align.

settings-redesign.png

A wireframe is exactly what was asked for — so Gently renders one you can resize and open full-screen.

Ask, plan, or build anything…Auto
Product lifecycle

Test plans you can run, video proof, and an automated PR test gate.

View full qa & testers thread
Test plan for checkout with coupon codes
northwind / web
Sandbox live
S
SamPlan

Generate a test plan for checkout with coupon codes — happy path plus the edge cases that bite us.

Checkout · coupon codes
Generated · awaiting review
  • Valid coupon applies the discount to the total
  • Expired coupon is rejected with a clear error
  • Stacking two coupons is prevented
  • Coupon + tax rounds correctly
Ask, plan, or build anything…Auto
Product lifecycle

Implement to a verified PR, then auto-fix CI and address review comments.

View full engineering thread
Add login rate limiting — and close the PR loop
northwind / api
Sandbox live
P
PriyaAsk

Where is login handled, and why does it skip our rate limiter?

Worked for 11s · 7 tools

The limiter only wraps the API router; login posts to a separate route that bypasses it:

  • Loginserver/routes/auth/login.post.ts — no limiter
  • Limitermiddleware applied in server/api/[...].ts only

References

server/routes/auth/login.post.ts:1
server/middleware/rate-limit.ts:18
Ask, plan, or build anything…Auto

Go-to-market

Go-to-market

Real copy + SEO changes on the live site, shipped as a PR.

Rewrite the homepage hero and fix page SEO
northwind / marketing-site
Sandbox live
T
TheoImplement

Rewrite the homepage hero to lead with value — “Ship faster without adding headcount” — and add a meta description to /pricing.

This isn’t a wireframe — Gently edits the real files and shows you the actual change.

Ask, plan, or build anything…Auto
Go-to-market

Accurate “can it do X?” answers and tailored live demos.

Unblock a deal and build Acme’s demo
northwind / web
Sandbox live
L
LenaAsk

Acme is asking: do we support SAML SSO and per-seat billing? Anything I should caveat?

Worked for 8s · 5 tools

Yes to both — here’s what you can say with confidence:

  • SSOSAML 2.0 with Okta, Azure AD, Google Workspace (Business+)
  • Billingper-seat with proration on add/remove
  • CaveatSCIM auto-provisioning isn’t built yet — flag it for discovery

References

lib/auth/saml/provider.ts:12
lib/billing/seats.ts:40
Ask, plan, or build anything…Auto
Go-to-market

Jira/cron triggers, auto-triage, and internal scripts as PRs.

View full operations thread
Automate triage and the daily report
northwind / platform
Sandbox live
Auto-triage data-sync bugs
Jira trigger Bug created with label “data-sync”
Run a triage prompt: reproduce, find the likely cause, comment back on the issue

A bug lands in Jira → Gently opens a thread automatically and triages it.

Ask, plan, or build anything…Auto

Customer teams

Customer teams

Account research, product answers, success plans, and expansion-ready follow-ups.

Prepare an enterprise QBR and follow-up plan
northwind / app + crm
Sandbox live
I
IrisAsk

Prep my QBR for Globex: what changed since renewal, what open issues matter, and where should I steer the conversation?

Worked for 14s · 8 tools

Here is the customer-ready QBR brief:

  • Adoptionworkspace usage is up 31%; reporting is the fastest-growing workflow
  • Risktwo unresolved export issues affect their finance team
  • Expansionscheduled reports map directly to their renewal goal

References

CRM account · Globex renewal notes
lib/reports/export.ts:73
Ask, plan, or build anything…Auto
Customer teams

Code-grounded triage, drafted replies, repro proof, and fix status.

Triage a customer’s export complaint
northwind / web
Sandbox live
N
NoorAsk

Customer says their CSV export is missing the email column (screenshot). Bug or expected? Draft a reply I can send.

customer-export.png
Worked for 12s · 7 tools

It’s a real bug — the email column was dropped in a recent change. Reply drafted below:

  • Causeexport schema was trimmed in PR #321; email field removed by mistake
  • Reply“You’re right — email was unintentionally dropped from the export. A fix is on the way; I’ll update you the moment it ships.”

References

lib/export/csv.ts:73
introduced in PR #321
Ask, plan, or build anything…Auto

The safest rollout is narrow: choose one team, one complex app workflow, and one kind of request. Expand once the collaboration and review loop feels good.