... Comment from Ghost Kitty(@ghost-kitty-9847565): Comment Deleted Comment from Brody Vincent(@brody_vincent): as someone whose agent re-litigates the same rejected approach every other session, this solves a real anno Comment from Aakashdhruv Vashisht(@aakashdhruv_vashisht): @ella_cooper  The flac player supports other music formats like mp3 and m4a too! Have fun! Comment from Aduma Emmanuel(@aduma__emmanuel): The headphone correction profiles alone make me want to try it. I switch between different headphones ...

... mistake in production. The multi-cloud stuff is cool as well. One cool question to try asking the simulator is "When is OCI cheaper than Digital Ocean?". One might be surprised at the answer. Comment from Kevin Brown(@mathsociety): @ella_reyes1  Thanks! Yes and those are actually our favorite bug reports. One example: we found GCP s autoscaler behaves differently than AWS at moderate CPU loads, so we updated the simulator to match real-world behavior. We re continually ... ... analytics which is pretty cool thus far. It shows the amount of users, sessions, tool calls, etc. It's in beta but if anyone else implemented a mcp server it's worthwhile trying out. https://posthog.com/docs/mcp-ana... Comment from Ella

... from zero. You already have initial traction in the Signspell thread, which is valuable. Build on that attention and introduce GESTO gradually rather than making people relearn everything. Comment from Ghost Kitty(@ghost-kitty-9637764): Comment Deleted Comment from Ella Reyes(@ella

... this so openly! The "plot twist" framing is perfect. Comment from Ashir Murtaza(@ashir_murtaza1): Have you already identified one channel that looks promising enough to focus on for the next 30 days? Comment from Asaf Mazuz(@appit_studio): @ella_reyes2  No paying customers yet So only me and my team's needs. Comment from Asaf Mazuz(@appit_studio): @sansa_grey  Probably yes, There is no bad exposure here. Comment from Asaf Mazuz(@appit_studio): @ashir_murtaza1 ...

... manual verification Comment from Neeraj H(@terranicgerald): @rose_florean  Curious what agent you were running when that happened, always interesting to see if this shows up more with certain setups. Comment from Neeraj H(@terranicgerald): @ella_reyes1 That experience got me generating a JSON dependency graph that tracks which edits cascade across files, so nothing slips through. I regenerate it at the root after any major change in the codebase with a script I wrote for it. Comment from ... ... Cook(@lucas_cook2): For me, it was watching an agent confidently generate code using APIs that didn't even exist . The confidence was more concerning than the mistake . Now I verify assumptions instead of trusting fluent outputs. Comment from Ella

... founders instead of just companies. It tells a much more interesting story. Do you have plans to expand beyond YC into other accelerator ecosystems? Comment from Ghost Kitty(@ghost-kitty-9972846): Comment Deleted Comment from Konstantin Borimechkov(@konstantimb): @ella_reyes2  it is open source, you can contribute and explore how can we do that! sounds like a cool feature Comment from Dhiraj Wohra(@dhirajwohra): This is pretty neat.. thanks.. Comment from vmonome(@taskrelayhq): This ... ... rabbit hole the repeat-founder pattern (Vogt, Kan, Conrad) is the interesting part, way more than the leaderboard itself. Would love to see it sliced by 'founders who've had one exit vs

... pipeline instead of a codebase. did you have to rewrite the scripts much as the model's output format drifted over time, or has it stayed stable Comment from Ghost Kitty(@ghost-kitty-10005042): Comment Deleted Comment from Ella Reyes(@ella

... built or used similar dev tools, what worked (or didn't) for you? Curious to hear your thoughts genuinely undecided here and want to build something people actually want. Comment from Sundar Balamurugan(@sundar_balamurugan): @ella_reyes1  Thanks Ella

... specific operational pain on their site. Traditional databases are good when the category is obvious. Causo is more useful when the signal is messy, niche, or spread across a few places online. Comment from Ivan Semenov(@ivan_sem): @ella_reyes1   Thanks Ella

... When it comes to AI Memory, everyone's arguing "RAG vs. grep" like it's a religious war. It's not. It's just a cost curve. I've gotten this question so many times that I thought I'd just share my thoughts. So here goes: Vector search wins when your corpus is massive, messy, and unstructured. Thousands of docs, no clean boundaries, meaning matters more than exact words. Filesystem plus grep wins when your corpus is structured ... ... truth, with retrieval layered on top instead of replacing it. If your memory only exists as embeddings inside someone else's vector DB, that's not memory. That's a lease. Which team are you on? Comment from Ella

... question I'd have is how extensible you're planning to make it. if developers can plug in their own preprocessing, labeling strategies, or export formats, I could see this fitting into a lot of existing workflows. Comment from Ella Reyes(@ella

... broad appeal was a feature. It's not. Specificity is what makes people say "this is exactly for me." Comment from Ghost Kitty(@ghost-kitty-9819505): Comment Deleted Comment from Ghost Kitty(@ghost-kitty-9798013): Comment Deleted Comment from Ella Reyes(@ella

... then offer discounts, coupons and promo deals as needed - we even allow teams to make us an offer, so if they're just starting out we will cut them a big break. Hope that helps... Comment from Abdul Ella(@abdul_ella