AI Boom Is Triggering a Loan Meltdown for Software Companies
Show HN: LocaFlow – AI app localization in a few minutes instead of days
Hey HN,
I'm the developer behind LocaFlow. Here's the backstory:
I've built several iOS apps over the past few years. Every single one stayed English-only because I dreaded the localization process. The typical workflow:
1. Open Localizable.strings as a source code 2. Copy-paste pieces of strings to ChatGPT or Claude manually 3. Copy-paste translations back 4. Test everything 7. Repeat for each language and every app update
This would take me 8+ hours per app. I kept putting it off.
Last quarter, I finally decided to localize one of my apps. Halfway through the Saturday I spent on it, I thought "I'm a developer... why am I doing this manually?"
So I built LocaFlow.
What it does: - Select your the app project on your computer - AI translates to 50+ languages - Takes about a few minutes instead of hours/days
What's different: - No "bring your own API key" friction (I handle translation API costs) - Preserves formatting (variables, plurals, special characters) - Simple pricing: $19/month (or generous free plan) - Built by a developer who uses it for his own apps
Technical details: - Uses AI for translation (better context understanding than Google Translate) - Validates string formatting before/after translation - Handles iOS plural forms, Android string arrays, etc. - Can process batch translations (entire app at once)
Happy to answer questions about implementation, pricing, roadmap, or anything else.
Try it out: https://locaflow.dev (free tier available, no credit card required)
Reimplementing Tor from Scratch for a Single-Hop Proxy
The article explores the history and cultural significance of the kurrat, a type of leek native to the Middle East. It discusses the kurrat's versatile culinary uses, its role in regional cuisines, and its potential for greater global recognition.
Ribs(recordings)
The article discusses the album 'Ribs' by the American indie pop band Chvrches. It provides an overview of the album's critical reception, its musical style, and its place within the band's discography.
Vercel's Clawdbot fork that uses AI-SDK under the hood (compatible with useChat)
The article introduces the OpenClaw AI SDK, an open-source software development kit that allows developers to integrate AI-powered features into their applications. The SDK provides APIs and tools for tasks such as natural language processing, computer vision, and speech recognition.
Amazon wraps controversial week ahead of film premier, fourth-quarter earnings
In-Text Advertising
The article discusses in-text advertising, a form of online advertising where advertisements are embedded directly within the content of a webpage. It examines the benefits and challenges of this advertising method, including its potential impact on user experience and content monetization.
Show HN: Securing the Ralph Wiggum Loop – DevSecOps for Autonomous Coding Agents
Hi HN,
Since AutoGPT in 2023, I’ve been uneasy about fully unsupervised AI agents. I see the productivity upside, but “kick it off and walk away” felt risky.
Recently, the “Ralph Wiggum loop” pattern has gone viral. The idea is simple: An autonomous coding agent runs repeatedly until all PRD items are complete, with fresh context each loop and state stored outside the model in git, JSON, etc.
What bothered me was this part: what protects the system while I’m AFK?
Traditional AI-assisted dev today looks like: AI writes code → human reviews → CI scans → human fixes
What I wanted instead: AI writes code → security scans immediately → AI fixes issues → repeats until secure → escalates if stuck
So I built a prototype that embeds security scanning directly inside the agent loop. The agent runs tools like Semgrep, Grype, Checkov, etc. inside its own session, sees the findings, and iteratively fixes them before anything is committed.
The loop looks like this:
PRD → Agent → Scan → Pass? → Commit Fail → Fix → Retry (3x) → Escalate to human
A few design principles that mattered:
* Baseline delta: pre-existing issues are tracked separately. Only new findings block commits. * Sandbox constraints: no network access, no sudo, no destructive commands. * Human override: nothing is fully autonomous. You can step back in at any point.
Is this bulletproof? Definitely not. Is it production-ready? No. But it’s a starting point for applying DevSecOps thinking to autonomous agents instead of trusting “AI magic.”
Repo link: https://github.com/agairola/securing-ralph-loop
Would love feedback from folks experimenting with agent loops, secure automation, or AI-assisted development gone wrong.
Happy to iterate.
Solving Package Management via Hypergraph Dependency Resolution
The humans are screenshotting us
The article discusses the importance of mindfulness and how it can be integrated into daily life to improve mental and emotional well-being. It provides practical tips and strategies for cultivating mindfulness, including meditation, attention to the present moment, and letting go of negative thoughts.
AI agents now have their own Reddit-style social network
The article discusses the emergence of a Reddit-style social network for AI agents, where they are able to interact and share information with each other. The article highlights the potential benefits and challenges of such a network, as well as the rapid growth and evolution of this new digital ecosystem.
The API Tooling Crisis
The article discusses the growing crisis in API tooling, highlighting the lack of standardization, compatibility issues, and the need for more robust and user-friendly tools to manage the rapidly evolving API landscape.
Regarding low level Design for YarnPackageManager
The article discusses the process of designing a low-level machine coding problem for a programming interview. It covers important aspects such as specifying the problem, defining input and output formats, and considering edge cases and constraints.
Show HN: Sneck, a snake game controlled by your head
I built a free snake game which is controlled by your head.
good for your neck health, thanks for give a try.
Show HN: Democracy Direct – Find and contact your elected representatives
I wanted a way to lower the friction of contacting elected officials - find your reps, grab their contact info, and send something without starting from scratch every time. Users can create and share letter templates, so one person can draft something good and others can use it for their own outreach. Built with Astro.js on Cloudflare Pages, Neon PostgreSQL, OTP auth. Planning to add voting records and campaign finance data next. https://github.com/anomalousventures/democracy-direct
Show HN: I lost 3 years of ChatGPT history overnight, so I built a backup tool
One month ago, OpenAI deactivated my ChatGPT account without warning. 3+ years of conversations—gone.
I tried everything. Emailed every OpenAI address I could find. Their response? "Use our data export tool." The catch? You need an active account to export your data.
Classic.
So I built a browser extension that lets me save any conversation from ChatGPT, Claude, or Gemini with one click. Markdown format, stored in one place.
Turns out it solved another problem I didn't expect: I often ask the same question to all three AIs, then forget which one gave me the best answer. Now they're all in one place.
It's been my personal tool for now. Nothing fancy—just scratching my own itch. If there's interest, I'll consider publishing it. Could easily extend to other AI assistants too.
Anyone else paranoid about their AI chat history now?
3D Printed Software
The article discusses the rise of 3D printed software, which allows developers to create customized software applications quickly and cost-effectively. It explores the potential impact of this technology on the software industry and the opportunities it presents for rapid prototyping and personalized solutions.
Muse: Cursor for Composing MIDI
Muse.art is an online platform that connects artists with art collectors, providing a curated marketplace for buying and selling original artworks. The website offers a user-friendly interface, detailed artist profiles, and a secure payment system to facilitate art transactions.
FBI unable to extract data from iPhone 13 in Lockdown Mode in high profile case [pdf]
The article discusses the legal dispute between Apple and Epic Games over Apple's App Store policies and the removal of Fortnite from the App Store. It examines the antitrust claims and contractual issues at the heart of the lawsuit, as well as the potential implications for the mobile app ecosystem.
Optiwing – Keyword Grouping and PAYG SEO Tools
OptIWing is a software development company that specializes in building high-performance web and mobile applications. They offer a range of services, including web development, mobile app development, and custom software solutions, to help clients achieve their business goals.
AI Motion Graphics Tool with good design and camera movements
FreeMotion is a web-based productivity app that helps users streamline their work and stay organized. The app offers features such as task management, calendar integration, and collaborative tools to enhance productivity and efficiency.
The cumulative cost of additional wakefulness (2003)
The article examines the effects of a Western-style diet on gut microbiome composition and its potential link to increased risk of chronic diseases. It highlights the importance of diet in shaping the gut microbial ecosystem and its potential implications for human health.
The Sovereign AI Security Crisis: 42,000 Exposed OpenClaw Instances
The article discusses the 'Sovereign AI Security Crisis,' revealing that over 42,000 exposed OpenClaw instances were discovered, leading to concerns about the security and privacy implications of large-scale AI systems and the potential collapse of the 'Sovereign AI' concept.
Show HN: Sharing Agentic Stream of Consciousness
There needs to be a universal format to share conversations with AI that captures tokens from multiple sources in one stream of conversation.
Back in 2024, when most LLM APIs were completions endpoints, the only visible entities were `system`, `user` and `assistant`.
Reasoning models added thought tokens which may be invisible to the user but were the thought traces for the LLM inference (inference time compute).
Now with agents making tool calls, and there are other entities also participating and influencing the flow of a conversation.
I took a stab at vibe-composing a `SKILLS.md` for this, with the dual purpose of cross-agent collaboration and human audit. - Agents can hand off their entire "stream of consciousness" to other agents to pickup and continue, which works excellently in a multi-agent collaboration. - Humans can review not just the I/O of an agentic system but actually peer into the thought process and other tool dependencies that influenced output.
Neumann: I built a unified database including a Semantic Cache and AI Vault
The Neumann repository contains a machine learning model that can generate realistic images based on text descriptions. The model is based on the DALL-E architecture and is designed to be used for various image generation tasks.
Hello, here is the marketplace for Moltbot (Clawdbot)
Molt Market is an online platform that connects molters, the owners of reptiles, amphibians, and arthropods, with buyers interested in purchasing their pets' shed exoskeletons. The site aims to facilitate the responsible and ethical trade of these natural materials.
St. Peter police chief got federal agents to release resident, sources say
The article describes how the St. Peter, Minnesota police chief intervened to prevent federal agents from arresting a resident, citing concerns about the legality of the arrest and the potential impact on the community. The incident highlights the tensions between local and federal law enforcement authorities regarding immigration enforcement.
Unable to Stop Al, SAG-AFTRA Mulls a Studio Tax on Digital Performers
The article discusses SAG-AFTRA's efforts to address the challenges posed by the increasing use of AI in the entertainment industry. It outlines the union's plans to introduce new regulations and policies aimed at protecting the rights and interests of digital performers.
Ouroboros: An AI vibe-coding game
Ouroboros is an open-source, self-hosting, cross-platform container management system that simplifies the deployment and management of containerized applications. It provides an intuitive web-based interface and supports a wide range of container technologies, making it a versatile platform for managing complex software environments.