617 results for over flow

news.ycombinator.com
Convention over LLM (CoL) – A novel approach to codinghttps://news.ycombinator.com/item?id=45678448Our dependency or addiction on code generation LLMs like chatgpt and copilot didn't happen in a day, it's but natural that getting rid of that dependency is also going to be gradual - assuming you *do* want to get rid of it, that's the idea I'm trying to explore here.- *The old school stack:* Wikipedia, google search and stack overflow were not only enough for coding, they helped us create programming wonders through the last decade like Notepad++, FileZilla, Gimp, Libreoffice Calc, etc. Most open source products that came before 2024 were created mostly with assistance of these three resources, not LLM. Why not revert to this time-tested convention again?- *Snippets collection:* Before package managers and package ecosystems were fancy, the way of programmers was to "collect" reusable pieces of code and store them as snippets to be used later - pretty much like a curious kid collecting stamps and coins! This was such a wonderful convention, what happened to it? This could drastically
Oct 23, 2025 5:30 AM
github.com
Show HN: Confidential AI browser extension – alternative to OpenAI Atlashttps://github.com/edgelesssys/privatemode-for-chrome-demoHi HN,We published our experimental browser extension for Chrome just a few hours before OpenAI announced its Atlas browser. Ours takes a different approach: privacy first.Atlas makes “memory” and cross-tab context a core feature. OpenAI acknowledges the privacy concerns and promises users full control over what gets stored and sent to the cloud. In practice, most users won’t maintain that control.Our vision is full privacy by design, so it doesn’t matter what data flows to the cloud. The extension connects to (1) a cloud-hosted inference service (Privatemode AI) running gpt-oss-120b in carefully architected confidential-computing environments and (2) a local document store with a vector DB.The inference service leverages AMD SEV-SNP and the confidential-computing features of the Nvidia H100. The environment is designed so that we (Edgeless Systems) and no one else can access user. All data stays encrypted even during processing in main memory. The client automatically verifies the int
Oct 22, 2025 9:42 AM
removesorawatermark.online
Show HN: Remove Sora watermarks in 5 seconds – without quality losshttps://www.removesorawatermark.onlineHey everyone! I built a tool that removes Sora watermarks in about 5 seconds, and I'd love to share the story behind it. How it started: I've been watching people make money with Sora2 in wild ways - selling invite codes for thousands a week, generating instant product ads with UI screenshots, automating social media workflows with n8n... it's crazy out there. Check out r/SoraInviteCodes if you don't believe me. But here's the catch everyone hits: even as a ChatGPT Plus subscriber, you're stuck with that watermark. And when you think "okay, maybe it's for copyright reasons," OpenAI hits you with the reality - $200/month for Pro membership to go watermark-free. The complaints across Reddit, X, and Discord are... intense. So I built: https://www.removesorawatermark.online What makes this different: Most tools out there use open-source AI models to "paint over" the watermark - it's slow (1+ minutes) and quality is hit-or-miss. Mine pulls the actual original video from Sora's servers - the
Oct 20, 2025 12:13 PM
news.ycombinator.com
Show HN: Tabsdata – Pub/Sub for Tables to Replace ETL Pipelineshttps://news.ycombinator.com/item?id=45569167Hi HN,I am one of the founders of Tabsdata, a new system for data integration built around publish/subscribe for tables.Tabsdata is a self-managed system you can deploy in your own environment. It is built in Rust for performance and safety, with Python bindings for expressing data flows. You get both a browser-based UI and a CLI that covers the full surface area of the platform.We started this project after spending nearly two decades in data integration. Over that time, we have seen the modern data stack emerge in layers: ingestion, preparation, quality, productization, and so on. Many of those layers were designed to handle semi-structured data and schema drift. But that complexity often left data teams with brittle workflows and limited visibility.One of the key lessons for us was this: no matter how data starts out, it always turns into tables. APIs, logs, Parquet files, event streams - everything eventually lands in tabular form. So we made tables the first-class unit in the syst
Oct 13, 2025 3:08 PM
news.ycombinator.com
App systematizing iterative self-improvementhttps://news.ycombinator.com/item?id=45403330Hi all, I’m a Xoogler who’s always had a strong interest in the area of self-improvement.Right now, I have a structure/system to iteratively address my outstanding weaknesses within the following domains conventionally regarded as “foundations to success”: discipline, mindfulness, motivation, patience, grit, cognition speed (to the extent it can be modulated).I employ a wide range of tools largely drawing from CBT, and leverage mindfulness gained from meditation to ensure I’m able to actually perform the relevant interventions. I journal regularly to reflect on the value my current toolset provides and iterate accordingly, using observations about my thoughts and feelings I glean throughout the day as fodder.None of these things are at all novel, but I’m struggling to find an existing application that replicates this flow. Since I’ve been able to use this structure to improve my overall performance as a SWE, I’m considering possibly making an app for this.My target audience might be fo
Sep 28, 2025 10:43 AM
news.google.com
Stack Overflow On Stack Overflow - i-programmer.infohttps://news.google.com/rss/articles/CBMiggFBVV95cUxNUVRsc1JvN2dZV25vVGl4YWVXNDNJVTMxNzNuMXc2Zk9Hd2s4ZXJQcTFSSlExQUYxbUFwdFNlekI0Tjg4TS11elZ2dmJjUGEyOFhIRm1QblhLQ3haVTFHcnhOc2lQWkFLNVJQRXgtZ1Q0N1RKV1lzRXZHdDBwcVB5aXZn?oc=5Stack Overflow On Stack Overflow i-programmer.info
Sep 11, 2025 7:00 AM
bing.com
Best Practices for Procurement and Sourcinghttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8cd8388ab34899b453849de8a46103&url=https%3A%2F%2Fwww.entrepreneur.com%2Fbuilding-a-business%2Fbest-practices-for-procurement-and-sourcing&c=17611164487623927385&mkt=en-usProcurement and sourcing are cornerstones of any business operation, as they greatly influence the cost structures, quality of production, and overall profitability. They ensure a steady flow of the ...
Sep 8, 2025 3:09 PM
pluely.com
Show HN: Pluely v0.1.3 – Invisible Open Source AI Assistant with System Audiohttps://pluely.com/downloadsPluely is an open-source alternative to all stealth AI products/companies, and Pluely is your go-to AI companion that lives silently on your desktop as a translucent overlay—always on display, one click away. At just ~10 MB, it’s ultra-lightweight (27× smaller than Cluely), uses 50% less compute power, and launches in < 100 ms. Pluely stays on top of any window without intrusion, overlaps seamlessly with your workflow, and requires zero configuration—just your API keys and you’re ready to summon AI insights, summaries, translations, and more in an instant.Core Features: System Audio Capture: Transcribe any audio—Zoom calls, YouTube videos, podcasts, music, game commentary—in real time. Cross-platform support via BlackHole (macOS), Stereo Mix/VB-Cable (Windows), and PulseAudio monitors (Linux).True Invisibility: No dock or taskbar icon. Always-on-top overlay with passthrough clicks. Global shortcuts for quick toggle and voice input. Undetectable in screen shares, recordings, and live st
Sep 8, 2025 1:42 PM
news.ycombinator.com
Show HN: Beelzebub (OSS) – MCP "canary tools" for AI agentshttps://news.ycombinator.com/item?id=45158776We’re open-sourcing a simple way to add “canary tools” to AI agents via MCP honeypots. These are functions your agent should never call during normal operation. If a canary is invoked, you get a high-fidelity signal of prompt-injection, tool hijacking, or lateralization—no heuristics, no extra model calls.What it is:- Go framework exposing decoy tools over MCP that look legitimate (names/params/descriptions), return safe dummy output, and emit telemetry when invoked.- Runs alongside your real tools; ship events to stdout/webhook or your pipeline (Prometheus/Grafana, ELK).Why it helps:Agent logs show what happened; canaries mark what must not happen. A single tripwire is an immediate, low-noise indicator of compromise.Real-world relevance (Nx attack):Recent reporting on the Nx npm supply-chain incident (“s1ngularity”) shows malicious versions exfiltrated SSH keys, tokens, and other secrets—and notably abused AI developer tools like Claude/Gemini in the workflow, one of the first documen
Sep 7, 2025 3:00 PM
esa.int
Webb investigates complex heart of a cosmic butterflyhttps://www.esa.int/Science_Exploration/Space_Science/Webb/Webb_investigates_complex_heart_of_a_cosmic_butterflyThe NASA/ESA/CSA James Webb Space Telescope has revealed new details in the core of the Butterfly Nebula, NGC 6302. From the dense, dusty torus that surrounds the star hidden at the centre of the nebula to its outflowing jets, the Webb observations reveal many new discoveries that paint a never-before-seen portrait of a dynamic and structured planetary nebula.
Aug 27, 2025 8:00 AM
realitydefender.com
Launch HN: Reality Defender (YC W22) – API for Deepfake and GenAI Detectionhttps://www.realitydefender.com/platform/apiHi HN! This is Ben from Reality Defender (https://www.realitydefender.com). We build real-time multimodal and multi-model deepfake detection for Fortune 100s and governments all over the world. (We even won the RSAC Innovation Showcase award for our work: https://www.prnewswire.com/news-releases/reality-defender-wi...)Today, we’re excited to share our public API and SDK, allowing anyone to access our platform with 2 lines of code: https://www.realitydefender.com/apiBack in W22, we launched our product to detect AI-generated media across audio, video, and images: https://news.ycombinator.com/item?id=30766050That post kicked off conversations with devs, security teams, researchers, and governments. The most common question: "Can we get API/SDK access to build deepfake detection into our product?"We’ve heard that from solo devs building moderation tools, fintechs adding ID verification, founders running marketplaces, and infrastructure companies protecting video calls and onboarding flows
Aug 18, 2025 3:16 PM
evai.ai
Show HN: Mapping the Network Behind "The Network State"https://www.evai.ai/en/the-network-stateHi HN,We’ve launched an interactive ER (Entity-Relationship) diagram that maps the ideological and financial networks behind The Network State movement.The visualization explores connections between influential figures—like Balaji Srinivasan, Curtis Yarvin, Peter Thiel, JD Vance, and Andreessen Horowitz—and their roles in shaping post-democratic governance models. It highlights how venture capital, political campaigns, and media ecosystems converge around alternative governance ideologies.We used semantic analysis, network mapping and data visualization techniques to uncover:Funding flows and ideological overlapsInfluence patterns across tech, politics, and mediaCross-border connections between actors advocating for governance alternativesThe goal is to provide a clear, data-backed overview of how this movement is structured and how it propagates. It may be useful for researchers, journalists, and others trying to understand how governance narratives are evolving—particularly outside t
Aug 14, 2025 6:20 PM
deepreel.com
Show HN: DeepReel – AI Video Agent that turns blogs/docs into polished videoshttps://www.deepreel.com/Hey HN! I'm Sahil, founder of DeepReel (https://deepreel.com).The Problem We're SolvingWe all know video is critical for growth and engagement, but creating it is a huge bottleneck. Creating professional videos still takes days or weeks per piece.Current AI video tools help, but they still make you juggle everything – you write scripts, choose visuals, pick music, make hundreds of micro-decisions. It's faster than agencies but nowhere near fast enough for scale.Our BackgroundWe started as an AI avatar company in 2023 and were the first startup to automate custom avatar production – letting anyone create photorealistic avatars within 24 hours instead of 10 days. We've worked with Hollywood celebrities and athletes, including a collaboration with ElevenLabs and Aston Martin F1 team to create Fernando Alonso's AI avatar (https://elevenlabs.io/blog/ai-lonso).But we kept seeing users cobbling together N8N workflows and multiple AI tools just to add captions, sync voiceovers, and combine ava
Aug 14, 2025 4:47 PM
news.google.com
A coffee with... Prashanth Chandrasekar, CEO, Stack Overflow - TechInformedhttps://news.google.com/rss/articles/CBMiiAFBVV95cUxNWGJFalZMUmpnMXBmbUs5Ui1pc3plSjdneG94M0o2YlhpMkhCMVZDRmhfN0hsamRVQzdzcXUxQnEwRjVrd2s3bDRzRjBUNFNyczFySk16bFRlWWtlMG9uaUp2SHlzRWIzQ3BRckpTWWVvTFNtY2VaRlNfd0RGMlNqYWF5WWpZRklp?oc=5A coffee with... Prashanth Chandrasekar, CEO, Stack Overflow TechInformed
Aug 13, 2025 7:00 AM
github.com
Show HN: TraceRoot – Open-source agentic debugging for distributed serviceshttps://github.com/traceroot-ai/tracerootHey Xinwei and Zecheng here, we are the authors of TraceRoot (https://github.com/traceroot-ai/traceroot).TraceRoot (https://traceroot.ai) is an open-source debugging platform that helps engineers fix production issues faster by combining structured traces, logs, source code contexts and discussions in Github PRs, issues and Slack channels, etc. with AI Agents.At the heart are our lightweight Python (https://github.com/traceroot-ai/traceroot-sdk) and TypeScript (https://github.com/traceroot-ai/traceroot-sdk-ts) SDKs - they can hook into your app using OpenTelemetry and captures logs and traces. These are either sent to a local Jaeger (https://www.jaegertracing.io/) + SQLite backend or to our cloud backend, where we correlate them into a single view. From there, our custom agent takes over.The agent builds a heterogeneous execution tree that merges spans, logs, and GitHub context into one internal structure. This allows it to model the control and data flow of a request across services.
Aug 1, 2025 4:58 PM
news.google.com
Stack Overflow Dev Survey: Visual Studio, VS Code Hold Off AI IDEs to Remain on Top - Visual Studio Magazinehttps://news.google.com/rss/articles/CBMi1AFBVV95cUxNaGhUNG5RdWNBX2NHMHNEV3ViZlFGREtKenZrMU5NeGpEcm5MZWhVNGFPMkRZaWotN1MzUVlHaGRpa3V6TWhzQlRvckFGQ3RwUER5YUJyV2diREgxcjBTcVNQNlRGeDZQVmFySWJoYm51eGlfMkh6TmJDTUs2a3VyMzVRVEtDVERSUV9LWDZxekktZlJRTnVXbzV5Wk9EaG9zeTV1YXZlOUJLNGNZNXY4OUFrU25fT1U5b2U1bWFfQ0NYN3JYb0FCcVVxb2tPY0FTWV9sdA?oc=5Stack Overflow Dev Survey: Visual Studio, VS Code Hold Off AI IDEs to Remain on Top Visual Studio Magazine
Aug 1, 2025 7:00 AM
getflowcus.app
Show HN: Flowcus – Kanban Board for OmniFocus and Apple Remindershttps://getflowcus.app/I've been an OmniFocus user for years but always felt something was missing – I could capture everything but couldn't see the bigger picture of my work. Traditional task managers are great at collection and to do lists but I think they don't solve the problem of visualising and managing work.*What It Does*Flowcus is a macOS app that visualises your OmniFocus, Apple Reminders & plain text tasks as a customisable Kanban board. It's not intended to replace your task managers, rather it enhances them by providing:- Visual workflow with customisable columns and swimlanes - Drag-and-drop task management that syncs back to your original task managers - Work-in-progress limits to prevent overcommitment - Eisenhower matrix view for prioritising important vs. urgent work - Ability to mark tasks as blocked and visualise dependencies - A unified view of tasks from multiple platforms - Throughput & ageing work metricsFor example, you might have research tasks in OmniFocus, meeting reminders in Appl
Jul 31, 2025 7:42 PM