Vamsi Sudhakaran
158 posts

Vamsi Sudhakaran
@Vforvamsi
Software Engineer (if that's still relevant)
chennai Katılım Nisan 2010
57 Takip Edilen5 Takipçiler

@barry_zyj hi Barry,saw your video on keeping agents simple, I see most of the agents are monitored after deployments, cost explosions take place etc, I have built something that checks before deployment of an agent
release-gate.com
Please do check it and your thoughts
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@buildwithshyam release-gate.com
A predeployment AI agent governance.
No infrastructure, Sits in your CI/CD pipeline.
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@elonmusk Who decides what income a person will get, will current net worth be calculated and everyone will get the same amount.what happens to people who want to own businesses and get income, will government own everything, what will happen to education, downfall of society will begin.
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@Hartdrawss Check out release-gate.com , specifically built for checks before deploying AI agents
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The SINKING SHIP checklist :
Run this before you ship anything built with AI.
SECURITY
[ ] No API keys or secrets in frontend code
[ ] Every route checks authentication (audit all endpoints, not just the obvious ones)
[ ] HTTPS enforced everywhere, HTTP redirected
[ ] CORS locked to your domain — not wildcard
[ ] Input validated and sanitized server-side
[ ] Rate limiting on auth and sensitive endpoints
[ ] Passwords hashed with bcrypt or argon2
[ ] Auth tokens have expiry
[ ] Sessions invalidated on logout (server-side)
DATABASE
[ ] Backups configured and tested (test restore, not just backup)
[ ] Parameterized queries everywhere — no string concatenation
[ ] Separate dev and production databases
[ ] Connection pooling configured
[ ] Migrations in version control, not manual changes
[ ] App uses a non-root DB user
DEPLOYMENT
[ ] All environment variables set on the production server
[ ] SSL certificate installed and valid
[ ] Firewall configured (only 80/443 public)
[ ] Process manager running (PM2, systemd)
[ ] Rollback plan exists
[ ] Staging test passed before production deploy
CODE
[ ] No console.logs in production build
[ ] Error handling on all async operations
[ ] Loading and error states in UI
[ ] Pagination on all list endpoints
[ ] npm audit run, critical issues resolved
Can't check every box? You're not ready to ship.
The post-launch patch costs 10x more than the pre-launch fix.
Bookmark this. Use it every time.
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@GoogleAIStudio Your AI agent just cost you $50,000
No warning. No limit. No governance
built release-gate to prevent this:
- 5 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@GithubProjects Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 4 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@FlippedRay Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 5 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@kacieahmed Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 5 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@s_chiriac release-gate.com - A predeployment gate for AI agents
English

@kacieahmed Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 5 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@pmitu Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 5 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@wesbos @syntaxfm Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 5 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@AlexEngineerAI Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 4 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@mchulet Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 4 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@mscode07 Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 4 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@Ever_Featured Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 4 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
English

@audiencon Your AI agent just cost you $50,000
No warning. No limit. No governance
We built release-gate to prevent this:
- 4 validation checks before deployment
- Free & open-source
- Works in your CI/CD
release-gate.com
Try it: github.com/VamsiSudhakara…
#AI #DevOps #OpenSource
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