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Manchit Sananleft a comment
"The era of the one-person company" resonates hard. Built Krafl-IO solo and the biggest challenge isn't the code, it's wearing every hat simultaneously. The idea of specialized agents handling different domains is compelling. We use a similar approach but narrower- 3 agents that each own one step of LinkedIn post generation. Curious how you handle agent handoffs when tasks cross domains.
ZooClawYour proactive team of AI specialists in one place
Manchit Sananleft a comment
AI agent observability is a real gap right now. We run a 3-agent pipeline in Krafl-IO (voice analysis → generation → quality scoring) and the hardest debugging moments are when the quality agent rejects a post but you can't see WHY the scoring logic fired. Something like ClawMetry for non-coding agents would be incredibly useful. 95K installs is impressive — congrats!
ClawMetry for NVIDIA NemoClawKnow what's happening inside your NemoClaw sandboxes
Manchit Sananleft a comment
The MLX performance jump is huge. We're planning to fine-tune a local model for AI content generation — right now we use GPT-4o-mini via API but the goal is running a custom model on edge devices with zero API cost. Ollama + MLX on Apple Silicon might be exactly the inference layer we need. Great work on v0.19.
Ollama v0.19Massive local model speedup on Apple Silicon with MLX
Manchit Sananleft a comment
Voice design is fascinating. We use ElevenLabs for voiceover but the real voice challenge we tackled was written voice — cloning someone's LinkedIn writing style so AI-generated posts sound like them, not a bot. Different modality, same core problem: capturing what makes someone sound like them. #1 is well deserved, congrats!
Noiz Easter VoiceCrack an Easter egg to generate an AI voice
Manchit Sananleft a comment
The "prompting, walking away, coming back to find it waiting for input" problem is so real. We built a similar mobile-first approach for a different use case, Krafl-IO lets you generate LinkedIn posts from your phone via a Telegram bot. Same insight: the best tool is the one you can use from wherever you are. Congrats on the launch!
CosyraRun AI coding agents from your phone
Manchit Sananleft a comment
Vision-to-code is a fascinating direction. We use a simpler version of this in Krafl-IO — users upload an image and our AI describes it, then generates a LinkedIn post around it. Going from visual context to structured output is harder than it looks. Curious how GLM-5V handles ambiguous UI elements where the "right" code depends on intent, not just layout.
GLM-5V-TurboVision-to-code foundation model for real GUI automation
Manchit Sananleft a comment
The "give your idea and go to bed" pitch is bold. Curious how it handles the nuances that usually need founder judgment, like pricing strategy or customer voice. Built Krafl-IO as a solo founder and the hardest parts were never the code, they were the decisions no AI could make for me. Rooting for you though — if this works, it changes everything.
DenovoBuild and run your business while you sleep.
Manchit Sananleft a comment
Voice cloning from 10 seconds of audio is impressive. We're doing something similar but for writing — Krafl-IO analyzes your LinkedIn posts and clones your writing voice so AI-generated posts sound like you wrote them. Different modality, same core challenge: Capturing someone's unique style. Congrats on #2!
Lightning V3Text-to-Speech built for Voice Agents
Manchit Sananleft a comment
Congrats on #4! We actually built Krafl-IO on Supabase (Auth + Postgres + RLS) — it's been rock solid. Launched today on PH too. The auth components in this library would have saved us weeks. Bookmarking this for the next project.
Supabase UI LibraryDrop-in components based on shadcn/ui & powered by Supabase
Manchit Sananleft a comment
Hey Product Hunt! I'm Manchitt, solo founder of Krafl-IO. I built this because I was spending 45 minutes per LinkedIn post — and every AI tool I tried made everything sound like the same generic ChatGPT voice. So I built a 3-agent AI system: 1. Voice Agent analyzes your writing patterns (3-step analysis) 2. Quality Agent scores every post 0-100 for authenticity 3. Generation Agent writes and...
Krafl-IOAI that writes LinkedIn posts in your voice, not AI slop
Krafl-IO learns your writing voice from your past posts and generates publication-ready LinkedIn content in 30 seconds. Its 3-agent AI system (Voice Agent + Quality Agent + Generation Agent) scores every post 0-100 for authenticity and rewrites until it sounds like you. 7 input types, 20 templates, 1,252 hooks library, carousel creator, and Telegram delivery. Starts at $18/mo — 3x cheaper than competitors like EasyGen ($60/mo)
Krafl-IOAI that writes LinkedIn posts in your voice, not AI slop