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EmberLM is a developer workspace for prompt engineering. Compare outputs across Claude, GPT-5, and Gemini side by side. Define eval rules to know when a response is good enough. Run regression tests to catch quality drops before production. Debug MCP servers with a visual inspector. Track cost per model, per prompt. When you're ready, deploy prompts to production with a one-line SDK and update them without redeploying your app. Postman for the AI era.
EmberLMTest, compare, and ship LLM prompts without guessing.
Sai Ram Muthinenileft a comment
Hey Product Hunt! I'm Sai, founder of EmberLM. I was tired of the prompt development loop every AI developer knows: tweak a prompt, paste it into ChatGPT, paste it into Claude, eyeball the outputs, push to production, and hope nothing breaks. EmberLM replaces that with a real workspace. Run the same prompt across 9 models side by side and see cost, latency, and quality compared instantly. Set...
EmberLMTest, compare, and ship LLM prompts without guessing.
Sai Ram Muthinenileft a comment
I built Glassbrain because debugging AI apps with text logs is brutal. You're staring at walls of JSON trying to figure out which step broke and why. Glassbrain gives you a visual trace tree of your entire AI pipeline. Click any node, change the input, and replay it right there without redeploying. If something's wrong, it auto-suggests fixes referencing the exact trace data, and you can copy...
GlassbrainVisual trace replay for AI apps to fix bugs in one click
Glassbrain captures every step of your AI app as an interactive visual trace tree. Click any node, swap the input, replay instantly without redeploying. Snapshot mode stores deterministic replays. Live mode hits your actual stack. Auto-generated fix suggestions reference exact trace data with one-click copy. Diff view shows exactly what changed. Shareable replay links let your team debug together. Works with OpenAI and Anthropic. Two lines of code to integrate. Free tier: 1K traces/month.
GlassbrainVisual trace replay for AI apps to fix bugs in one click
Sai Ram Muthinenileft a comment
Hey everyone. I built BuyerEdge because the due diligence options for small business acquisitions just don't make sense. You either pay an advisor thousands and wait weeks, or you do it yourself in spreadsheets and hope you didn't miss something critical. There's nothing in between for people buying businesses in the $100K to $5M range. BuyerEdge fills that gap. Upload your docs, get an analyst...
BuyerEdgeX-ray any business before you buy it
Most people do due diligence on small business acquisitions with a spreadsheet and a gut feeling. Advisors charge $10K+ and take weeks. BuyerEdge gives you a third option. Upload your financials, contracts, and bank statements. Get a full due diligence report in 5 minutes. Health scores, SDE reconstruction, revenue quality, valuation modeling, risk assessment, and negotiation leverage. Built for the $100K to $5M deal range. From $49. First scan free.
BuyerEdgeX-ray any business before you buy it
Sai Ram Muthinenistarted a discussion
Free Trial
Added free trial for all new users, simply sign up and get 2 free credits with full access. Any feedback is appreciated. https://www.pentestreportai.com
Sai Ram Muthinenileft a comment
I built a tool that turns raw pentest notes into professional reports in minutes. If you write pentest reports, you know the pain, the testing is the fun part. Then you spend hours formatting findings, looking up CVSS vectors, and organizing everything into a presentable doc. I got tired of it, so I built something to handle it for me. Sign up, use code FREEREPORT, and get 2 free credits. No...
PentestReportAIGenerate professional pentest reports from your raw findings
Paste your raw notes, Nmap output, Burp results, manual findings, screenshots. AI picks up each vulnerability, scores it and structures everything. Choose a template - Executive, Technical, OWASP, Compliance, or Vuln Assessment and download a clean PDF or DOCX.
Screenshots get analyzed by vision AI, it reads your evidence, auto-generates captions, and embeds them right next to the relevant finding.
There's a desktop app where your pentest data never leaves your machine. No cloud, no server.
PentestReportAIGenerate professional pentest reports from your raw findings
Sai Ram Muthinenistarted a discussion
Test Code
I built a tool that turns raw pentest notes into professional reports in minutes. If you write pentest reports, you know the pain, the testing is the fun part. Then you spend hours formatting findings, looking up CVSS vectors, and organizing everything into a presentable doc. I got tired of it, so I built something to handle it for me. It's called PentestReportAI https://www.pentestreportai.com...