... rather than hold the line forever. A stalled job that took the cautious path is recoverable. A stalled job that just sat there is a support ticket. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus invariant is the useful thing here and I am taking it. One addition: you cannot separate them by observation, but you can by deliberately violating the constant once. A property that survives a test faking an unattended caller ... ... which is bounded, and cannot fire when nobody started anything. Your last seen sweeper is already the mechanism. It is sweeping into the wrong bucket rather than lacking the signal. Comment from Dale Mooney(@dalemooney): @aadilghani   The gate versus

... think AdSense rejection emails are one of the least helpful feedback in the tech field. They simply state, "Insufficient content." "Policy violation." They don't even specify the exact page, section, or rule. When I spoke with bloggers who had this experience, I found the pattern was almost always the same. They guessed the reason, finished writing the post, waited two weeks, and still got rejected again. Some people even gave up after trying three or four times. Has anyone ...

... think for your own startup or app Do you like to keep on top of the competition? Is it best to focus on your customers and your own product instead of the competition? Have you ever made a detailed competitor comparison like this one? Comment from Isabella(@isabella_wandrei): I've been using uBlock Origin for a long time, and it continues to be my favorite. I'm not just looking for fewer ads, I also appreciate having more control ... ... trackers while browsing Comment from Matthew Bickham(@mbickham): @isabella_wandrei  Good to hear your reason for using a particular ad blocker. As noted in the comparison, uBlock Origin has focused more on advanced controls and being able to specify

... Changes: - During installation the extensions that require external programs (binaries) to work, will ask if you want to specify the paths to local binaries manually or continue with auto setup This allows to reuse existing binaries, instead of automatically downloading them Comment from Rahul Bhavsar(@rahulbhavsar): This is a practical update. Letting users point to existing local binaries respects the way technical users already have their machines set up, and it also reduces duplicate downloads. I d make the install ... ... flow very explicit about what gets detected automatically versus

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... compose melodies, and mix the track using virtual instruments. Writing a good prompt is simply a matter of feeding these agents the right details. Defining Key, Tempo, and Energy You can control the technical foundations of your track by specifying the tempo, key, and style. If you want a specific BPM or scale, such as 140 BPM in F minor, you can state it directly. If left unspecified, the Conductor will infer these based on the emotional cues in your ... ... default, the system uses Pianoteq 9 for primary melodies to ensure realistic, dynamic keyboard performances. You can request background synthesizers by naming them or describing their character. For instance, asking for analog synth layers routes background pads to Diva, specifying

... what's inside: 1. Resume editor With Markdown support, live preview, and multiple resume management. You can import existing PDFs and it converts them to editable format. 2. AI resume diagnosis It goes beyond generic advice. Upload your resume, specify your target role, company type, and experience level, and it gives you a match score, keyword coverage analysis, module-by-module rewrite suggestions, and dimension scoring across technical depth, project impact, fundamentals, presentation, and differentiators. 3. AI mock interviews ... ... actually use your resume to generate follow-up questions. It adapts based on your target role, interview round (first round basics vs

... background: Foursite : Converts 2D floor plans and architectural blueprints into photorealistic interior design photoreal renders in minutes. Upload a floor plan or blueprint, choose a style, get a client-ready visual. Remodroom : Upload a photo of any existing room, specify what you want changed (furniture, flooring, walls, lighting), and receive a photorealistic AI redesign. AI virtual staging for real spaces. We ve shipped both products. They work. And now we re sharing what s coming in the next build cycle ...

... payloads on write operations You ask the agent to update a record. It sends only the fields you mentioned in the prompt. The PUT request goes through, returns 200, and you've silently wiped every field you didn't specify. The fix: before every write call, fetch the current resource state via the companion GET endpoint and deep-merge the LLM's payload on top. The LLM only needs to specify

... Niebauer(@anneliese): i would read a trends surfacing newsletter based on what you're seeing gain popularity in the startup ecosystem: for example the clawification of everything - XX% of products launched last week had "claw" in their name claude vs openai vs

... review and refine everything. Vibecoding the whole thing end-to-end leads to fragile code that breaks the moment you need to change something. But refusing to use AI at all means you're shipping 3x slower than your competitors. One thing I've noticed: vibecoding burns through API tokens fast. Like really fast. A heavy coding session with Claude or GPT-4 can cost $5-10 in API calls alone. I started using TokenBar (tokenbar.site) to track this because ... ... middle ground nobody talks about and I think it's the right answer for most technical founders. The thing is, agentic coding is inevitable. The product scales, the economics usually don't. So the question isn't vibecode vs

... Every tool faces this same constraint. But here's what frustrated me: I couldn't control the inputs with any precision. I couldn't: Upload my own character reference and have it appear consistently across scenes Specify camera angles and shot composition Control the start and end frames of a clip Make the same character appear in Scene 1 and Scene 3 wearing the same outfit Use different narration voices for different scenes I wasn't directing. I was gambling ... ... needed to control what got generated, not just hope the prompt worked. So I built RizzGen with a scene-based architecture: Break your video into scenes with a storyboard and script Upload character references, object references, start/end frames Specify

... native tool to help teams implement Scrum and ship faster, and we realized there s another gap upstream: generating the right ideas in the first place. We're experimenting with something that helps teams rapidly ideate, prioritize, and specify changes based on real data (very much in the "Cursor for PMs" spirit). Once you know what to build, it flows nicely into Scrum execution. We've been testing it with fun prompts like what new roller coaster should Disney World ... ... flows, and generates an interactive visual map you can annotate and analyze with AI. Think of it as what Cursor did for developers, but for designers and PMs doing UX benchmarking. Right now, most product teams are still screenshotting competitor

... Capability'? Task orchestration here isn't simple 'automation scripts' but a combination of capabilities with these characteristics: 1. Goal-driven, not operation-driven You don't need to tell the browser 'click here first, copy that second'; you just specify the desired outcome . The browser handles: 2. Multi-tool collaboration, not single functions True complex tasks necessarily involve multiple capabilities: Task orchestration browsers are essentially tool dispatch hubs . 3. Persistent context, not one-off conversations Tasks aren't 'question-answer ...

... your airport Connect & Plan Request to join, share your pickup location, coordinate details Travel Together Split costs fairly and enjoy the ride Key Features Works Globally Any airport, any location Cost Transparency See estimated savings upfront Luggage Tracking Specify luggage needs when joining Built-in Messaging Coordinate seamlessly with your group CO2 Impact See your environmental contribution Why We Built This Every shared ride means fewer cars on the road, less congestion, and a smaller carbon footprint. We believe ...

... matters Flexibility Start a thread on GPT-4, continue it on Claude the context follows. Smart routing Send queries to their respectful models and complex ones to premium options without rebuilding anything. True A/B testing Compare ChatGPT vs Claude using the exact same memory and history. Built-in failover Provider outage? Switch models instantly, without losing state. Future-proof architecture New LLM launches? Plug it in. Mnexium handles the memory layer. How it works Just include your provider ... ... routing": { "primary": "gpt-4o", "fallback": ["claude-3-5-sonnet", "gpt-4o-mini"], "rules": [ { "if": "task_type:code", "use": "claude-3-5-sonnet" }, { "if": "token_estimate:<1000", "use": "gpt-4o-mini" } ] } } } Current state: Right now you can manually specify

... intention behind it. So I m curious: How do you plan your prompts when working with AI for code generation? How much context and detail do you include up front? Do you start small and iterate, or do you specify the entire mental model before generating anything? What habits or prompting frameworks have actually helped you get clean, reliable code? Would love to hear what s worked (or failed) for you! Comment from Adit Gupta(@aditgupta): @ravi_gope  Makes ...

... digital documents in seconds Comment from Purva Gupta(@purva_guptaa): @rohanrecommends  Thanks for pointing out the gap. PS I know I'm biased but our model works best and can actually offer in-depth insights that no current competitor is currently matching. I'll somehow integrate that in my tagline. :) Comment from Ann(@liuanqi_): Trip forecasts with on-device AI Comment from Purva Gupta(@purva_guptaa): @rohanrecommends  spot on! Vaizle AI is a chatbot that analyzes Meta ... ... speed and workflow integration. One keyboard shortcut instantly captures any text from your screen, no need to save screenshots, upload them anywhere, or switch contexts. It's built specifically for this one task and does it faster than any alternative

... expenses effortlessly. Suitable for property managers and residents. Key Features Enter number of units Add custom notes (e.g., vacant , family , office ) Group calculations by notes Automatic real-time updates Buy and Sell Calculate purchase costs or sales revenue by specifying item quantities and prices. Ideal for planning expenses or sales scenarios. Key Features Determine cost/revenue based on quantity Compare with Stock Market section Export results easily Commodity Calculate the value of commodity holdings such as gold, oil, or metals. Uses ... ... calendar system, including Gregorian or lunar (Islamic). Key Features Simple / Compound interest options Set number of periods per year Detailed results + visual charts Internet Monitor your Internet usage and compare it against your plan. Key Features Calculate used vs

... only look at the "featured" section, or do you also browse the other products after clicking "See all of today's products"? I am attaching a poll so you can vote, and if possible, feel free to specify in comments why you approach it like that. Comment from Alexu(@alexuphunt): @busmark_w_nika  well, each section only shows the first 6, I think. The home page is quite lightweight in my view. Very easy to get a picture ...

... fast at building. Also made them fast at building the wrong things. Cursor, Claude Code, Copilot they generate code immediately without asking: does this already exist in your codebase? Does a better solution exist externally? What Shotgun does: Research Specify Plan Tasks Export Indexes your entire codebase, researches internal patterns + external solutions, writes specs with full context. Exports for Cursor, Claude Code, Windsurf, Lovable. Why we made it open source: Every team using AI agents hits this problem. Better ...

... with complete codebase understanding, and agents doing the heavy lifting. Shotgun produces clean, reusable artifacts and exports to the agents.md ecosystem to help you get the most out of code-gen tools and Agents. New release highlights: : Modes: Research Specify Plan Tasks Implement Hit Shift+Tab to summon different expert advisors for each stage. Researcher, spec writer, architect, task planner all at your service. Switch freely. Shotgun adapts to you, not the other way around. Export to agents.md Every artifact ... ... spec something. Sometimes a PM hands you requirements and you need to jump straight to Tasks. Here's how it works in practice: Non-linear by design: Start anywhere. Research, Spec, Plan mode? No problem. Jump back to Specify

... thinks it s relevant. It still gives you transcripts/notes afterwards. I also didn t want to lock people into one AI provider, so you can bring your own API keys for multiple AI providers (STT, LLM, TTS) or even specify your own Ollama or OpenAI API compatible server. A quick note I m a solo maker, so there might be some bugs here and there. I d really appreciate any feedback from early users! If you re interested ...

... bank Payment purpose , or a document (NFT) for what the payment was made. If you enable this function, you will be able to send a message to the wallet owner. When making a payment, you will be able to specify that this payment is for the purchase of a certain product or a specific service. And you will be able to attach a document. For example, a company issued an invoice, the client paid the invoice, and attached this invoice ...

... zach_lloyd): @gsmbk  Glad it's working well. I'm going to steal that line. Love at first prompt. That's awesome. I think we have a pretty differentiated spot in the space right now. All of our competitors are either forks of VSCode (which are basically the same UI app) or they are CLI apps (which are also basically the same app). To my knowledge at least Warp is the only app that is trying to build something ... ... what we see coming down the pipe as agents become more and more autonomous. So we are making a bet here that there's a bunch of product differentiation that actually isn't that easy for our competitors