Replit
performance
AI Agent Accuracy Poor on Replit
Your AI agent makes poor decisions, gives wrong answers, or misunderstands user intent. Accuracy is too low for production use.
Unclear prompts, poor context, or inadequate tools reduce agent effectiveness.
Common Causes
- Vague or ambiguous system prompt
- Insufficient or wrong tool definitions
- Poor few-shot examples in prompt
- Missing context about domain/rules
- Tool output format confusing agent
How to Fix It
Write clear system prompt with specific instructions and constraints. Provide good examples of correct behavior. Define tools precisely with clear descriptions. Include domain knowledge in context. Test with various inputs and iterate prompt. Consider multi-step reasoning with chain-of-thought.
Real developers can help you.
prajwalfullstack
Hi Im a full stack developer, a vibe coded MVP to Market ready product, I'm here to help
Anthony Akpan
Developer with 8 years of experience building softwares fro startups
Pratik
SWE with 15+ years of experience building and maintaining web apps and extensive BE infrastructure
Tejas Chokhawala
Full-stack engineer with 5 years experience building production web apps using React, Next.js and TypeScript.
Focused on performance, clean architecture and shipping fast.
Experienced with Supabase/Postgres backends, Stripe billing, and building AI-assisted developer tools.
legrab
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Antriksh Narang
5 years+ Experienced Dev (Specially in Web Development), can help in python, javascript, react, next.js and full stack web dev technologies.
Matthew Jordan
I've been working at a large software company named Kainos for 2 years, and mainly specialise in Platform Engineering. I regularly enjoy working on software products outside of work, and I'm a huge fan of game development using Unity. I personally enjoy Python & C# in my spare time, but I also specialise in multiple different platform-related technologies from my day job.
Basel Issmail
’m a Senior Full-Stack Developer and Tech Lead with experience designing and building scalable web platforms. I work across the full development lifecycle, from translating business requirements into technical architecture to delivering reliable production systems.
My work focuses on modern web technologies, including TypeScript, Angular, Node.js, and cloud-based architectures. I enjoy solving complex technical problems and helping teams turn product ideas and prototypes into working platforms that can grow and scale.
In addition to development, I often collaborate closely with product managers, business analysts, designers, and QA teams to ensure that solutions align with both technical and business goals.
I enjoy working with startups and product teams where I can contribute both as a hands-on engineer and as a technical partner in designing and delivering impactful software.
Costea Adrian
Embedded Engineer specilizing in perception systems. Latest project was a adas camera calibration system.
PawelPloszaj
I'm fronted developer with 10+ years of experience with big projects. I have small backend background too
You don't need to be technical. Just describe what's wrong and a verified developer will handle the rest.
Get HelpFrequently Asked Questions
How do I improve prompt clarity?
Be specific about task, provide examples, state constraints clearly
What's chain-of-thought?
Ask agent to explain reasoning step-by-step before giving answer