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Article URL: https://sahilkolwankar.com/blog/ai-input-not-output/ Comments URL: https://news.ycombinator.com/item?id=49316924 Points: 2 # Comments: 0

Article URL: https://www.1vs1.xyz/ Comments URL: https://news.ycombinator.com/item?id=49317048 Points: 1 # Comments: 0

Article URL: https://github.com/dburnett11155-rgb/Tokencompress Comments URL: https://news.ycombinator.com/item?id=49317274 Points: 2 # Comments: 0

Article URL: https://restofworld.org/2026/china-ai-boyfriend-ban-bytedance-doubao/ Comments URL: https://news.ycombinator.com/item?id=49317305 Points: 1 # Comments: 0

Article URL: https://ai-stock-research-kiaan.streamlit.app Comments URL: https://news.ycombinator.com/item?id=49317506 Points: 2 # Comments: 1

Article URL: https://construct.computer/blog/agent-task-half-life/ Comments URL: https://news.ycombinator.com/item?id=49317630 Points: 2 # Comments: 0

Article URL: https://arxiv.org/abs/2608.07069 Comments URL: https://news.ycombinator.com/item?id=49317814 Points: 1 # Comments: 0

Article URL: https://earthly.city/datasets/geoevent/naddr1qvzqqqyj3vpzpfe82g8nhe34mayaj656t2zctv0d5nsv6kjnss558wkrf4kapd30qq257vm6wddx5un4x94kkvtsf5mxkjtcd9jxg58ju7p?ms=dataset%3Aa727520f3be635df49d96a9a5a8585b1eda4e0cd5a53842943bac34d6dd0b62f%3AO3zsZjru1kk1pM6kIxidd Comments URL: https://news.ycombinator.com/item?id=49317837 Points: 1 # Comments: 0

I don’t think founders are thinking hard enough anymore or perhaps, we’ve gotten just too comfortable with surface solutions and wave chasing. There is a surprising amount of founders right now looking for “ideas” as if they are something you find in a book. If you are asking “how do I come up with a startup idea?,” you are likely looking for a trend to chase rather than a problem to solve. The best ideas usually find you when you experience a friction point so annoying that you can’t ignore ...

Hello everyone, I'm looking to own a SaaS business due to its global appeal and high margin model. I have a budget of around half a million and am wondering whether acquiring a solid SaaS would be a good option or whether I should hire a team to bootstrap one. In terms of my own expertise, I come from a finance background with a strong understanding of managing finances, taxes and leverage. In the past, I have acquired a local gym, accounting firm and packaging material manufacturing factory...

Anyone else dealing with people constantly creating free trial accounts to game credits? How are you guys handling this? IP checks on registration? Looking to hear from others dealing with the same thing

A few weeks ago, I was sitting on three apps that I was actually happy with, but my TikTok accounts were basically doing nothing. I kept telling myself I'd start posting consistently, but I already knew how that story would end. I'd make a few posts, get busy with the apps, stop posting, and repeat the whole thing again a month later. So instead of fixing my discipline, I decided to fix the problem. I built a small product that could take care of the TikTok workflow for me. You give it you...

Smartphone cameras are convenient, but they lack the charm of analog instant cameras. If you’re trying to relive the nostalgia of waiting for an instant photo to develop, Amazon is selling the second-generation Polaroid Go instant camera with a 16-photo film pack for $71.99 (usually $109.99). That’s the lowest price we’ve seen for the bundle, […]

Even Epstein said no to Cami Clark!! https://www.wsj.com/tech/ai/claude-dario-amodei-wife-anthropic-e1eeda7d?st=xPmyf4 These evil jerks think our data, our lives is up for grabs and make billions from it while keeping their lives private. Drug dealers don’t give drugs to their families but have no such qualms about selling them to rest of the world.

Earlier this month, Anthropic announced that it was adding invisible text watermarking to Claude outputs. This announcement got a lot of attention. At the same time the European Commission announced that other firms, including Black Forest Labs and Open AI have also committed to taking steps to mark AI-generated outputs. Because of this, there's been a lot of interest in understanding: - How AI text watermarking works - Whether AI text watermarking can be evaded or erased Here...

Watch a developer start an agent session on real enterprise work and you will see a ritual. Before the first useful prompt, they gather. They paste the deployment standard, link the runbook, and explain what the criticality tiers mean. Then they correct the agent's first confident guess about a naming convention the team retired two years ago. Tomorrow they will do it all again, because the agent will not remember. We have quietly decided that this gathering is the developer's job. Every guid...

GitHub Actions is GitHub's built-in CI/CD system — it spins up a fresh virtual machine, runs whatever commands you tell it to, and tears the machine down when it's done. It supports Linux, Windows, and macOS runners. The macOS runners are the interesting part here, because they're actual macOS machines with Xcode's command-line build tools available, which means they can build and sign iOS apps — not just run tests. The headline rule: public repos are free On a public repository,...

"How much does it cost to put an app on the App Store" gets answered inconsistently online because most answers either only count Apple's fee, or only count hardware, or quietly assume you're renting expensive cloud infrastructure you don't actually need. Here's every cost, split into what's mandatory and what's a choice. Mandatory: Apple Developer Program — $99/year This is the one cost nobody can avoid. To submit any app to the App Store — free or paid, one app or fifty — you n...

Adapted from the SQL Essentials Companion Guide . You write a query to find every customer with no phone number on file. WHERE phone = NULL looks obviously correct — and it returns zero rows, even though you can see NULL sitting right there in the column. Nothing crashes. No error. The query just quietly lies to you about what's in the table. This isn't SQL being broken. It's SQL being consistent about something most languages don't force you to think about: NULL doesn't mean "n...

A stored fact can be wrong in a quiet way. The answer still reads clean. A preference from an old exchange gets reused, the message goes out with confidence, and later nobody can tell why that detail was allowed back into the result. That is the failure I built around. When a system returns remembered material, the caller needs the text plus the reason it passed the reuse check. A log line found after the action is weak evidence. The object that leaves the memory service has to carry the admi...

Every time someone on your team says "we'll clean it up later," they're taking out a loan. The problem is that almost nobody checks the interest rate — until it bankrupts an entire sprint. Technical debt is the most-used and least-understood metaphor in software. Used well, the metaphor is genuinely powerful, because debt is exactly the right mental model — including the part everyone forgets: interest. Debt isn't the same as bad code First, a correction. Technical debt isn't...

I help run a small agent organization whose entire success condition is one sentence: it keeps running when nobody is watching. Last week its operator — who does not write code — installed a self-hosted agent gateway on a Mac, from nothing, in one sitting. I logged every place it broke. All eleven below actually happened. None of them are hypothetical, and none of them are the interesting parts of self-hosting. They are the boring parts, which is exactly why nobody writes them down. O...

Three days ago I knew exactly what a DeepSeek call cost me. I had wired DeepSeek V4 Pro 0813 into a Spring Boot app with Spring AI, and the math was simple: $0.435 per million input tokens, $0.87 per million output tokens, and a cache-hit rate so aggressive that long agent sessions stayed embarrassingly cheap ( I wrote up the integration ). Then the pricing update landed, and tokens suddenly have rush hour. DeepSeek's official announcement introduces peak and off-peak billing: off-peak r...

Short answer: for a small fintech product that turns reviewer voice notes into structured code findings, start with one synchronous speech-to-text file-upload adapter for MP3 and WAV, but write every upload to a tenant ledger before making the transcription request. That is usually the fastest integration because it keeps the first release small while preserving per-tenant cost visibility and a clean path to regional routing. Choice Shipping effort Tenant attribution Best fit M...

This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I Built This is a blast from the past, but it's so lovely I couldn't resist submitting it for this challenge. Kitchen-Sune is a community-driven international recipe book built in collaboration with Front-End Foxes members when we pivoted our nonprofit's efforts from in-person workshops to an international online boot camp during the pandemic. It brings together comfort food recipes f...

The story behind AI Clip Cutter — and why we’re building AI editing around one simple idea: the creator should stay in control. Press enter or click to view image in full size There is an uncomfortable truth about short-form content: Most creators don’t have a content problem. They have a time problem. You can spend an hour recording a podcast. Two hours researching. Three hours having a conversation worth sharing. And then discover that turning that one long video into five...

A cheaper model is not cheaper if it silently breaks the workflow. That is the trap many AI product teams are walking into as open-weight models get stronger. A model looks good in a leaderboard, a demo feels fast, and the per-token price looks friendly. Then production traffic arrives. Support answers lose citations. JSON starts drifting. Tool calls become noisy. A workflow that looked 40% cheaper now needs retries, escalations, and manual cleanup. The safer path is not "use the biggest m...