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What is the biggest problem you face as a software developer today?

Hey everyone 👋 I'm exploring ideas for an AI-powered developer tool, but before building anything, I want to understand the real problems developers face every day. There are already plenty of tools that generate code. What I'm interested in is everything around coding: Debugging Code reviews Technical debt Documentation Dependency upgrades Testing Deployment Architecture decisions Learning large codebases I'd love to hear from you: A few questions: What's the most frustrating part of your workflow? What task takes more time than it should? What's something you wish AI could do for you today? Have current AI tools (ChatGPT, Claude, Cursor, Copilot, Gemini, etc.) failed you in any important way? If you could eliminate one developer headache forever, what would it be? I've also created a short 2-minute survey: 🔗 https://docs.google.com/forms/d/e/1FAIpQLSf1M5d2y-0RXEIhrbDBtS5gC900YuzWl43cJCxGUrU38MyeDQ/viewform?usp=publish-editor I'll happily share the survey results and key findings with the community once I collect enough responses. Thanks in advance for any feedback!

2026-06-01 原文 →
AI 资讯

I audited the world's biggest hotel platform. Here is what the AI travel agents are being trained to inherit.

I run Sola, a travel app for people who move differently from the traveller the industry was built for. While building it, I kept hitting the same wall. The data I wanted to query did not exist. Not because nobody collected it, but because the schema underneath the whole industry never had a field for it. So on 27 May 2026 I sat down and audited Booking.com. The homepage form, the currency selector, a Bangkok search results page. I wrote down what it accepts and what it refuses. Then I looked at the new AI travel agents shipping on top of it. Here is what I found, and why it matters to anyone building in this space right now. The form is the spec Booking.com's homepage search bar accepts exactly four inputs: A destination, as a single text field A check-in date and check-out date, as one range An occupancy counter, defaulting to "2 adults · 0 children · 1 room" A search button That is the spec. An online travel agency (OTA) is a CRUD app over this spec, and Expedia, Agoda, and Hotels.com run the same four fields. Airbnb lets you skip the dates. The destination stays a single field everywhere. Think about what a spec encodes. The default occupancy is a couple. Not a solo traveller, not a parent with one child, not three generations, not seven people eating from one host's kitchen. The form cannot accept a circuit ("Bangkok, then Hanoi, then Jakarta" forces three separate searches). It cannot accept an open date ("October, not sure which week"). It has no field for the part of a trip where you sleep at family but spend money in restaurants. When you fill that form, you have not searched. You have submitted to a schema. Most of the world's travellers fail the schema before they fail the search. The data receipts I am a builder, so I went for counts, not adjectives. Everything below rendered on the platform on 27 May 2026. Currencies: 52 offered, about 180 in circulation. Eight currencies sit featured at the top of the dropdown. On the day I ran it the order was EUR, US

2026-06-01 原文 →
AI 资讯

How to not Lose $500M via API Bills: Run Private AI for 100 Engineers Under $1 Million

Last week a company nobody can name spent $500 million in a single month on Anthropic's Claude API. Not $500K. Not $5M. Half a billion dollars. In one month. Because nobody set a spending limit. Uber burned through its entire 2026 AI coding budget by April . Four months into the year, done. Microsoft quietly cancelled its internal Claude Code licenses and told engineers to go back to GitHub Copilot. All three stories broke within days of each other, and they all point to the same thing. Token-based billing, when given to an ungoverned team, is a financial weapon pointed at your own company. Every prompt, every context window, every agentic loop gets billed. An engineer running Claude Code seriously can rack up $500 to $2,000 a month just by doing their job well. The answer is not stricter policies. The answer is owning the infrastructure and making tokens free. This article breaks down exactly how to do that for a 100-person engineering team for under $1 million, with real 2026 hardware prices and honest tradeoffs. The Root Problem: You Are Renting the Meter When your team uses Claude Code or any external AI API, you do not own anything. You rent compute by the token. The model is not yours. The data leaves your building on every single request. The bill scales with how well your engineers actually use the tool. That last part is the trap. The better your engineers get at using AI, the more it costs you. Uber's Claude Code adoption jumped from 32% to 84% of their 5,000-person engineering org. That is a success story that turned into a budget crisis. Owning the infrastructure flips this completely. The better your engineers get at using AI, the more value you extract from hardware you already paid for. The Solution: Private On-Premise AI The setup is straightforward: Buy GPU server hardware once Download a state-of-the-art open-source model (free) Run an inference server that speaks the OpenAI API format Point Claude Code, Cursor, or any agent at your local endpoint

2026-05-30 原文 →
AI 资讯

5 side projects that would absolutely nail it on .Vegas

Most indie hackers I know spend an embarrassing amount of time on the naming part. We argue with ourselves over the perfect .com, eventually settle for some janky combo of words with random consonants ripped out, and ship a domain we secretly don't love. There's a quieter option a lot of builders haven't seriously considered: .Vegas. It's a geographic TLD, but it does NOT require you to be in Las Vegas or build anything Vegas-related. What it does give you is a TLD that sounds bigger than it costs, reads as memorable, and is still wide open in 2026. I went down a small rabbit hole this week looking at side-project ideas that would have an almost unfair head start on .Vegas. Here are five. 1. A weekend trip planner Domain: weekend.vegas or trip.vegas This is the lowest-hanging fruit and I'm honestly surprised nobody's built it yet. A tiny webapp that takes a Friday-to-Sunday window and spits back a fully booked itinerary: flight, hotel, two restaurant reservations, one show, one activity. Three clicks, done. Why it works on .Vegas: the domain is the elevator pitch. Nobody needs to read your tagline. The URL bar tells you what the product does. That's worth more than most landing-page copy will ever earn. 2. A bachelor/bachelorette party coordinator Domain: bach.vegas , party.vegas , last.vegas Group-trip coordination is genuinely awful. Splitwise + a group chat + a shared Notion doc + that one friend who keeps forgetting to Venmo back. There's room for a niche product here that handles the deposit splits, the "who's in for the cabana" upsells, and the inevitable last-minute flight changes. Why it works on .Vegas: the URL doubles as a tagline. You don't have to explain what kind of trip it's for. 3. A booking aggregator for shows and residencies Domain: shows.vegas , tonight.vegas Caesars, MGM, Live Nation, AXS, Vivid Seats, the venue's own ticketing system — finding a good show on a specific Tuesday night is a pain. A scraper-backed booking aggregator that's honest a

2026-05-30 原文 →