... Virtual Assistants OpenHuman = Productivity + AI + Open Source Upstream = Productivity + AI + Email Coming in third was the Developer Tools category, which more than doubled its growth from the previous year and saw several very large launches: Kilo Code v7 for VS Code = Dev Tools + Open Source + Software Engineering Plurai = Dev Tools + AI + API  Drizz = Dev Tools + AI + No-Code Terminal Mode by Even Realities = Dev Tools + TK Open Wearables = Dev Tools + Open Source + Wearables Around this time last year, Microsoft ... ... folded GitHub into its CoreAI group. Fast forward to this year, and it s apparent that it s still a vital tool. Here were the five biggest GitHub launches: OpenHuman Kilo Code v7 for VS

... AEGIS, an open-source defense layer for LLM apps/agents (prompt injection detection, policy enforcement, tool-permissioning for agents). Before I launch it here Tuesday, I want to share something I almost didn't publish. Most guardrail projects report a round-1 catch rate against a fixed test set which tells you very little about a real attacker who adapts. I ran our detectors through adaptive red-team campaigns that breed new attacks from whatever got past the last round

... Alina, co founder & CEO of Round Funded. We re building Round

... fundraising experience. We found our first angel investor through cold outreach, but getting there took months of searching for investors, building lists, sending messages, following up, and tracking everything manually. So we built the tool we wish we had. Round Funded helps you find relevant investors and accelerators, start outreach, and organize the process in one place, so you can get started in an afternoon instead of spending months setting everything up. Would really appreciate your support + feedback https://www.producthunt.com ...

... building an assessment layer that scores candidates on two things, separately: can they actually do the job (Work-Fit) and will they thrive in how the company operates (Culture-Fit) through one adaptive AI conversation instead of a DSA round and a gut-feel culture interview. The core idea: before any assessment exists, a hiring manager defines 4-6 things the hire will really do in their first 90 days. That list becomes the rubric. Candidates get a scoped task ... ... handful of companies actually hiring right now not guess at it ourselves. If you're a founder, CTO, or head of talent hiring for 1+ technical roles in the next few months, and you're tired of DSA rounds

... speculatively pitched a16z Speedrun. We reached the final interview and were told we d hear back about a $1 million investment. Imagine how crazy that felt. May We planned a three-week fundraising window and filled 75% of the round. Then a major UK VC offered to take the whole thing. We decided to stand by our angels and finish the round

... films Spider-Man Week: live now 11 movies in a row, with a badge for solving 7+ And yes, I learned a few things the hard way. Things I got wrong 1. People didn't realize events were multi-round. 34% of event visitors bounced after round

... workflow on a real project and tell me where it fails. This is my product, not an independent recommendation. If you use Frame.io , email, WhatsApp, or another tool today: what breaks first when a third review round begins? Anotee: https://www.anotee.com/?utm_sour... ...

... start. I m building Round Funded, a fundraising platform for founders raising their first rounds

... missed null case, a variable name that didn't match the rest of the file's convention, a catch block that swallowed the error without logging it. Stuff that, if the lead caught it instead, would've meant another round of comment - fix - push. But there were also times it gave generic "best practice" suggestions that didn't fit our team's actual conventions, so I had to filter through what to actually apply versus

... seed investors decide who's worth backing, when there's not a fully proven commercial model yet? On August 10, we're sitting down with Liz Wessel , a seed-stage investor and Partner at First Round Capital, to unpack exactly that. We'll discuss: What signals actually matter to a seed investor when there isn't much traction to point to yet The traits that separate fundable founders from everyone else at this stage What building and exiting ... ... early-career recruitment platform that raised over $40M before merging with Yello. She then worked closely with founders on go-to-market as a Visiting Group Partner at Y Combinator, before moving into seed investing full-time at First Round

... blank canvas piling up under your email, one resize at a time. 788 812 836 860, same mail. It now measures the actual content, lands flush, and stays put. Bonus side effect: with that 8px gone, the mail's rounded bottom corners are rounded

... already sitting in your git history. Comment from Stephanie Tang(@stephanie_t0317): Token efficiency is an interesting metric, but I think the real metric is cost per outcome. A tool that uses fewer tokens but requires multiple rounds of debugging may be more expensive in terms of developer time. I d love to see benchmarks that measure autonomy, correction cycles, and time-to-merge rather than just token consumption. Comment from Jernej Jan Ko ica(@jernej_jan_kocica): the denominator ...

... just made a website that handles all that. You open it, everyone adds some words into a shared "bowl" (you can also use an AI word generator if you're feeling lazy), and then you play three rounds with the same words: Round

... Earlier we've only considered building a pull API, but this user requested us to build specifically a push API. This got me to thinking that I don't know nearly enough about how to design a well rounded API. What I'm wondering about is: While I want to give our customers maximum privacy while using our API, I also want to have the ability to detect issues and potential attacks in real time. Are there best practices regarding ...

... days left until the Y Combinator application deadline. Are you applying this round? Right now, we are fully in execution mode with VertoX : actively testing and optimizing our speech translation tech for real-world usage while searching for a creative agency to record our product demo video. Despite the busy schedule, I m submitting our application anyway. You literally have nothing to lose by trying. It doesn t matter if you only have an idea on paper ...

... answering, and 4k tokens simply wasn't enough the model thought itself right out of room. Budget's now 16k (a ceiling, not a bill short answers cost the same as ever), reasoning blocks are carried through tool rounds properly, and if a round

... Vincent is still not release-ready, and sales/download access remain unavailable. For your everyday use, would basic editable layer masks be enough, or are nondestructive mask transforms essential too? I ll only report back here when there is reproducible round-trip evidence. Comment from Hossein Yazdi(@hosseinyazdi): For my workflow, editable masks would probably be the next step since they tend to be part of everyday editing, even in mostly raster-based projects. Comment from Hossein Yazdi(@hosseinyazdi): @iisacc_justmoong ...

... years ago, I was building a consumer transportation startup in Asia, and ended up raising $12m in a Series A financing from First Round Capital . For context, we were looking at investors that had done well in our sector (consumer transportation), and First Round

... Context Engine for my Models 4. Replicate - Content Generation & Training Image & Video Models 5. Resend - API managed emails Also, recently - its Klipio, My own tool for Static Image ad creatives from competitor ads. Comment from Justin Verlin(@justin_verlin): Claude Code VS

... You voted. I ran it. Here's the clip The winning comment: "Make the AI a wildly ...

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... with some substantial firepower : Anthropic has raised $65 billion in Series H funding led by Altimeter Capital, Dragoneer, Greenoaks, and Sequoia Capital, valuing the company at $965 billion post-money. From Coatue , who lead the round: ...what s changed since three months ago (the last round

... upfront. GPT-4 tiles a 1024 1024 image into ~765 tokens before it reads your prompt. Send 10 images in a conversation, and your "cheap" chat call isn't cheap anymore. GPT-4o Realtime charges $100/1M audio input tokens vs $5/1M for text. Same model. 20 difference depending on how you send data. Batch API discounts give you 50% off on OpenAI, Anthropic, and Google but only if your architecture is deliberately designed around it. Most aren't. Agentic loops ... ... that trigger web searches can quietly run up to $10 $35 per 1,000 calls, depending on the provider. One pipeline can fire dozens. STT providers round

... module-by-module rewrite suggestions, and dimension scoring across technical depth, project impact, fundamentals, presentation, and differentiators. 3. AI mock interviews It actually use your resume to generate follow-up questions. It adapts based on your target role, interview round (first round