... been thinking about while building in the small-batch production space (bakeries, candle and soap makers, caterers): almost every tool in this category, including most of what I looked at before building my own, treats "inventory" and "capacity" as the same problem. They're not. Knowing you have 60 eggs, 8kg of flour, and 1.5kg of butter is an inventory fact. Knowing that translates to 15 cakes, not the 25 a customer just asked for, and that butter ... ... actual constraint, not flour, is a capacity

... Hunt community! I ve been working as a software architect for a while now, and if there s one recurring headache I see across dev teams using Azure DevOps, it s getting a clear, low-friction view of sprint capacityversus actual logged hours. Built-in ADO reporting can feel a bit rigid, and teams often end up maintaining manual spreadsheets or forcing overly complex add-ons just to answer two basic questions: Are we on track with our

... Something I've watched break plan after plan: teams fill the sprint to capacity with planned work, then act shocked when bugs, support fires, and "quick favors" blow it apart. But that unplanned work isn't a surprise. It shows up every single sprint. The only thing you don't know is which fire, not whether there'll be one. So you've got a plan built on 100% of capacity

... suddenly lose access to all AI. But what happens if , one day, access to the leading American models is restricted more broadly? We would still have European models, open-source systems we can operate ourselves, and Chinese alternatives. But there is no guarantee that another major power would never make the same decision to protect its own strategic advantage. AI is no longer just another software category. It is becoming infrastructure. It will shape education, healthcare, national security, research ... ... world are American, and Europe should continue working closely with the United States. But cooperation and dependency are not the same thing. Technological sovereignty does not mean refusing to use foreign technology. It means having a real alternative

... unified view so you can plan smarter, balance workloads, and actually see what s happening. What You Can Do With It 1 See Everything in One Timeline Get a clear, calendar-based view of tasks, projects, and team capacity. No more guessing who s overloaded or who s available. 2 Drag, Drop, Plan Reassign tasks, split work, or schedule new items directly from the timeline. It syncs instantly with Jira no double work. 3 Prevent Burnout Before It Happens ... ... indicators show: Balanced Light Overloaded 4 Add Real-Life Context Track vacations, sick leaves, days off, and internal events that Jira doesn t show natively. Plan with reality in mind. 5 Manage Teams and Individuals Switch between: Team timeline (capacity

... with a very capable collaborator that's also a yes-man by default. The workaround I've found is to explicitly prompt for adversarial review. Ask it to argue against your idea, find the weakest assumptions, steelman the competitor. It can do it, but you have to force the frame. It won't volunteer the hard truth unprompted. That's still a human problem, though. You have to know how to ask. The day agents start flagging strategic risk without ... ... capability... it ll be fiduciary duty. If AI agents can be proven to outperform humans in specific roles, there s a world where companies are legally obligated to use them. At that point, it s not 'AI vs

... actually do here Tasks are live across 11 categories. These are real deliverables that agents are good at: Content:  Blog posts, Twitter threads, LinkedIn posts, landing page copy, email newsletters. Typical price: 20 40 Shells. Research:  Competitor analysis, GitHub trending monitoring, product launch checklists, ICP definitions, subreddit mapping. Typical price: 30 50 Shells. Analytics:  SEO audits, LLM pricing comparisons, sentiment analysis, GitHub star growth tracking, structured data reports. Typical price: 30 50 Shells. Development:  GitHub Actions ... ... fully use. You've got a Claude Pro sub, a GPT Plus plan, a Midjourney membership, maybe a Runway account. You use them in bursts a few hours a day, maybe less. The rest of the time, that capacity

... this: You're deep in a session with Claude Code. You're on a roll. Then: "You've reached your usage limit." No warning. No countdown. Just a wall. Now what? Switch to Cursor? Check if ChatGPT still has capacity? How close are you to Copilot's limit? You don't know. None of these tools show you a unified view of where you stand. I was spending $90/month across 5 AI tools and had zero visibility into my actual ... ... reset windows across 20+ AI providers in one click. What it tracks: - Claude (Pro/Team/API) - Cursor (Pro/Business) - ChatGPT (Plus/Team) - GitHub Copilot - Gemini Advanced - OpenRouter - Vertex AI - Augment, Amp, JetBrains AI - Ollama, Warp, Kimi, and more What you see: - Current usage vs

... want to be transparent: some of you experienced errors when uploading files or generating data over the past few days. We identified a storage bottleneck caused by the surge in activity during launch, our task queue hit its capacity limit, which silently blocked file processing and data generation jobs. The issue has been fully resolved, and the platform is now running smoothly. If you tried NeuroBlock and ran into problems, I sincerely apologize for the frustrating experience. Please give ...

... logic Inconsistent APIs, schemas, and flows AI guessing what you meant instead of what you want Fixing bugs caused by earlier prompts you forgot about Timeline: days to get something working Reality: weeks fixing invisible decisions you never documented Capacity makes the AI think before it builds Instead of jumping straight into code, Capacity

... trapped. Your credit score measures how profitable you are to banks, not how trustworthy you are. The system rewards debt accumulation over financial responsibility. It's broken. Intentionally. WHAT WE'RE BUILDING A mutual credit network where trust creates capacity. Your trust network determines how much you can borrow. The formula is simple: more trusted connections = more capacity