Coding Flex

Web Development Learner | Posting projects, progress & mistakes | Building in public

[Coding Flex @DevDiaryHub]

Built StateSleuth — AI-assisted planning, coding proposals, human approval, and Playwright bug detection.
Built using Alan AI and open-model integrations. @tryAlanAI @prasad_pilla

🔗 GitHub: https://t.co/UAHE6txFlb

[Prasad Pilla @prasad_pilla]

Today we're launching @tryAlanAI so developers can stop babysitting their coding agents.

We kept running into the same problem ourselves.

Even as agents got better at writing code, we were becoming glorified button-pushers for our own AI: starting every run, feeding them context, unblocking failures, and checking their work.

We built Alan to change that.

[Coding Flex @DevDiaryHub]

@PayToPin_com @prasad_pilla @tryAlanAI Absolutely! Safety matters, especially when AI agents can modify code. Better to handle rollback before things go wrong.

[Coding Flex @DevDiaryHub]

🚀 StateSleuth — Phase 4 complete!

Built human-approved code application with validated diffs, path restrictions, stale-change detection & rollback handling.

✅ 142 tests passed
✅ Typecheck & build passed

@prasad_pilla @tryAlanAI #Openfire #BuildInPublic

[Coding Flex @DevDiaryHub]

🚀 StateSleuth update for #Openfire!

Built an independent Playwright verifier that catches real bugs and captures screenshot evidence.

Next up: reliable AI-generated fixes! 🤖

@prasad_pilla @tryAlanAI #Openfire #BuildInPublic

[Coding Flex @DevDiaryHub]

@AvatarsMuse @prasad_pilla @tryAlanAI Rollback was definitely one of the trickier parts! Especially handling partial write failures and making sure the system reports accurately whether files were restored. Stale change detection was another key safeguard. Still more to test as I connect browser verification!

[Coding Flex @DevDiaryHub]

@tmhyt1 @prasad_pilla @tryAlanAI Exactly! AI can propose the changes, but humans stay in control of what gets applied.

[Coding Flex @DevDiaryHub]

@j3rah_ @prasad_pilla @tryAlanAI Thanks! Wanted to make sure proposed changes can be applied safely and rolled back if something goes wrong.

[Coding Flex @DevDiaryHub]

@USASmarTekAI @prasad_pilla @tryAlanAI Yes currently going with one agent and afterwards going to switch to multi agent.

[Coding Flex @DevDiaryHub]

🚀 StateSleuth - Phase 3 complete!

Integrated Gemini to turn feature requests into structured implementation plans and browser verification criteria.

Next: multi-agent orchestration! 🤖

@prasad_pilla @tryAlanAI #Openfire #BuildInPublic

[Coding Flex @DevDiaryHub]

@navneetsuman_ @prasad_pilla @tryAlanAI Great question! Planning to use Playwright for real browser interactions and assertions, with screenshots as supporting evidence.

[Coding Flex @DevDiaryHub]

@USASmarTekAI @prasad_pilla @tryAlanAI Yeah, that's exactly what I'm trying to build! Still figuring things out as I go, but the idea of having agents check each other's work is what makes this interesting to me.

[Coding Flex @DevDiaryHub]

@engineer_output @prasad_pilla @tryAlanAI Exactly! A successful build is only the first step. The real test is whether the feature behaves as expected. That's what I'm building StateSleuth to verify!

[Coding Flex @DevDiaryHub]

🚀 StateSleuth — building in public!

AI-powered coding verification: checking if features actually work, not just build.

Phase 2: Interactive demo with a planted bug 🐛

@prasad_pilla @tryAlanAI #Openfire #BuildInPublic

[Coding Flex @DevDiaryHub]

@tryAlanAI @prasad_pilla Thank you

[Coding Flex @DevDiaryHub]

@mitansh_j07 @prasad_pilla @tryAlanAI Exactly! A successful build doesn't guarantee a feature works as expected. StateSleuth aims to verify actual behavior with evidence. More coming soon!

[Coding Flex @DevDiaryHub]

@tryAlanAI @prasad_pilla Ahh, thank you!! Excited to keep building StateSleuth and see how far I can take it!

[Coding Flex @DevDiaryHub]

🚀 Building StateSleuth at the Openfire hackathon!

Phase 1 complete ✅ Next: building the demo app.

Powered by @tryAlanAI 🔥

@prasad_pilla @tryAlanAI #Openfire

[Coding Flex @DevDiaryHub]

Excited to join Openfire hackathon by Alan AI! 🚀

24 hours, solo building, and open-source models. Let's turn an idea into something useful and see what I can create! 🔥

@prasad_pilla @tryAlanAI #Openfire #Hackathon

[Coding Flex @DevDiaryHub]

Built Craftly, an AI-powered browser coding and sandbox IDE 🚀

I built it with React, Node.js, Docker, Kubernetes, AWS EKS, ECR, NGINX Ingress, and Mistral.

The AI agent can inspect a project, modify files, and generate working applications from natural-language prompts.

[Coding Flex @DevDiaryHub]

@moveToMoonlight @AWSSupport Absolutely! I’ll share it here once it’s live.

[Coding Flex @DevDiaryHub]

Update: CloudFront is finally enabled on my AWS account! 🚀

Huge thanks to @AWSSupport for helping resolve the account verification issue. I can now create my CloudFront distribution for Craftly.

One blocker down. 🔥
#AWS #CloudFront #BuildInPublic