560 results for over flow

nasa.gov
NASA to Conduct Low-Altitude Flights Near Houstonhttps://www.nasa.gov/general/nasa-to-conduct-low-altitude-flights-near-houston/Five research aircraft will support a Student Airborne Research Program (SARP) mission out of Ellington Field in Houston. Flights are expected from Wednesday, June 3 to Saturday, June 13. During the mission, select maneuvers will be conducted at low altitudes over the Houston area. Pilots will fly remote sensing payloads in raster patterns, or parallel back-and-forth lines. The instruments flown could help […]
Jun 1, 2026 6:29 PM
news.ycombinator.com
Ask HN: Non-profit school possibly hacked, locked out of Google Workspace.https://news.ycombinator.com/item?id=48357674The financial admin for the Reggio Emilia-inspired school my daughter attended called me this morning in a last-ditch effort to talk to an "IT person" about a problem they're having.Sometime between last night and this morning (US Eastern time) all the accounts in their free non-profit Google Workspace tenant (including the dedicated "admin@..." account used only for administration) began entering a "This account was recently deleted and may be recoverable. Click Next to attempt to restore this account." workflow. The "Next" page in that workflow says "Contact your domain admin for help. Learn more". The "Learn More" link takes them to a support link talking about finding out who your Administrator is and a link to a page to reset the Workspace administrator password, which just follows this same flow.I don't use Google products personally. I have absolutely no idea where to recommend they go. I'm not finding any way to contact a human at Google in the cursory searches I've done. I kee
Jun 1, 2026 2:57 PM
news.ycombinator.com
Hybrid local and cloud LLM stack for regulated financial document processing?https://news.ycombinator.com/item?id=48327218I'm scoping a hybrid AI pipeline for a consulting client in a regulated industry (GLBA-covered, NPI involved). Trying to validate the architecture before bringing on an engineer to build it.The workflow: ingest financial PDFs (bank, brokerage, retirement statements, tax returns), classify by asset type, extract data, apply domain-specific business logic, populate Excel templates and fillable PDF forms. Compliance constraint: no NPI can hit a cloud API without ZDR-style controls.Current architecture sketch: - Local LLM (Ollama or LM Studio) on dedicated hardware for OCR and first-pass extraction - Local PII scrubber/tokenizer (Presidio or Skyflow) replaces identifiers with tokens before any cloud call - Cloud LLM under enterprise terms (Claude API with ZDR, or Bedrock equivalent) for the reasoning layer - Local de-tokenization and template populationQuestions for anyone who's actually shipped this pattern: 1. What stack did you land on, and what would you do differently? 2. Local model
May 29, 2026 6:22 PM
news.ycombinator.com
Show HN: AI skills for program / project / delivery managershttps://news.ycombinator.com/item?id=48271766A Claude Code and OpenCode skill library that covers the full project and engagement lifecycle through 10 stage-aligned agents and 62 workflows:* Shaping: MEDDIC qualification, ROM estimate, SoW draft* Mobilisation: Charter, RACI, governance, kickoff* Planning: Plan, capacity, budget baseline, estimate challenge* Execution: Weekly status, RAID, standup digests, blocker triage* Governance: Steering packs, exec summaries, stakeholder updates, escalation memos* Risk and change: Risk deep-dives, change requests, mitigation, escalations* Technical-quality oversight: SDLC, QA, systems engineering, secure-SDLC health checks* Commercial: Budget tracking, margin analysis, change orders, invoice backup* People: Team health, attrition risk, ramp plans, one-to-one prep* Closure: Checklist, retrospective, lessons, case study, handoverOutputs are audit-ready markdown, each linked back to its charter revision, source documents, model, and prompt hash.The engagement charter is a 'living constitution'
May 25, 2026 9:16 PM
news.google.com
Gender Disparities in StackOverflow’s Community-Based Question Answering: A Matter of Quantity Versus Quality - The Association for the Advancement of Artificial Intelligencehttps://news.google.com/rss/articles/CBMiZkFVX3lxTE5HWFVrelFLR0dHRkFTMlUzZDBJblcxQWhDUHBUaUd2WDllMVdXS0hKaXNhUlpiVzFmd0xTSGNSbjhHSWN2RmsxTkx6WHVLWFlEUl9pMEhYVURWVW81ZnJfeHhvZ2lxUQ?oc=5Gender Disparities in StackOverflow’s Community-Based Question Answering: A Matter of Quantity Versus Quality The Association for the Advancement of Artificial Intelligence
May 25, 2026 7:00 AM
openrig.dev
Show HN: OpenRig – a control plane for multi-agent coding topologieshttps://www.openrig.dev/Hi HN, I’m Mike, the founder of OpenRig.I built this because my Claude Code + Codex setup kept forming little "topologies" of long-lived agents that worked well together, but the terminal sprawl was intense. So I built a primitive the agents could intuitively reach for to save and recreate these setups on the fly. This then led to more agent-first primitives like coordination, declarative workflow patterns, workspaces, etc.Several months in and these "rigs" I manage with openrig require a lot less babysitting and I can manage more projects at once without getting overwhelmed.The short version: OpenRig is a way to save and operate that topology instead of rebuilding it by hand every time.Demo video: https://youtu.be/yCFSRnPDFqY?si=n5e627d0CU3X3bmEGitHub: https://github.com/mvschwarz/openrig
May 22, 2026 8:18 PM
news.ycombinator.com
Ask HN: Anyone else struggling with AI and work?https://news.ycombinator.com/item?id=48225837Been a developer for a little over 10 years now. I work on web stuff. Your typical React/Svelte codebases with Node backends.The past year or so I've been working with coding agents and at first they just felt like a really really great tool. They'd allow me to do my work faster, and while obviously not perfect, they'd do a pretty good job.When Opus 4.5 came out it seemed like something changed. I found myself reviewing less and less code. I wasn't writing any on my own either. And for the past several months it's really just been like that. I dictate to my machine a long prompt as to what feature I want, how I want it architected, and what success looks like and Codex just does it. And does it pretty damn well.This has left me feeling a bit lost in my career because much of the challenge and flow that I would get from coding is gone. Thinking through intricate data flows, mapping them out in my brain, etc... is just gone. I don't do it anymore because there's just no need.Many will sa
May 21, 2026 4:59 PM
github.com
Show HN: Alint, a fast linter for repository structure and hygienehttps://github.com/asamarts/alintHi HN, I have been working on alint for the last little while. It is a linter for the shape of a repository rather than the code inside it. clippy, ruff, eslint, and others already handle the AST and code space. alint checks the other layer: required files, filename conventions, content patterns, structured values inside package.json / Cargo.toml / GitHub workflow YAML, and cross-file invariants. You write one .alint.yml describing what the repo should look like, and it runs in CI. Today it covers 70 rule kinds across 13 families, 19 bundled rulesets, 12 auto-fix ops, and 8 output formats including SARIF.To check the design against reality, I built (vibed) working configs for 30 real OSS repos. The corpus is deliberately varied: single-language workspaces and polyglot monorepos, from small clean trees up to roughly 150k-file mega-repos, with and without mature in-house tooling. Each one has a writeup of what alint catches that the repo's existing tooling does not, including the false-p
May 19, 2026 11:39 PM
news.ycombinator.com
Show HN: Updatecli – A Declarative Update Policy Enginehttps://news.ycombinator.com/item?id=48192415A few years ago, I came here to share this side project that I was building.At the time, my problem was simple, I kept forgetting to update files across Git repositories, and none of the tools available to me could cover all my use cases without extensive scripting.So I decided to build a declarative update policy engine for crafting tailored update workflows.I needed a way to define, what information to monitor, which files to update, the conditions required before applying changes, and finally a way to push the changes on a Git repositoryWhether it was documentation, dependency management, or release orchestration, the goal was always the same.To stop forgetting updates across repositories.Back then, I received a lot of great feedback, but I also noticed that people were sometimes confused about how Updatecli differs from Renovatebot or Dependabot. So before going further, let me clarify that point.Renovatebot and Dependabot are excellent tools, easy to use and requiring very little
May 19, 2026 12:27 PM
github.com
Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic taskshttps://github.com/antoinezambelli/forgeHi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step enforcement, error recovery, VRAM-aware context management) to local models running on consumer hardware- Takes an 8B model from ~53% to ~99% on multi-step agentic workflows without changing the model - just the system around it- Ships with an eval harness and interactive dashboard so you can reproduce every numberI wanted to run a handful of always-on agentic systems for my portfolio, didn't want to pay cloud frontier costs, and immediately hit the compounding math problem on local models. 90% per-step accuracy sounds great, but with a 5-step workflow that's a 40% failure rate. No existing framework seemed to address this mechanical reliability issue - they all seemed tailor-made for cloud frontier.Demo video: https://youtu.be/MzRgJoJAXGc (side-by-side: same model, same
May 19, 2026 12:23 PM
github.com
Show HN: A Claude Skill to render resume templates. CV/Resumes are HTML and JSONhttps://github.com/farhan0167/cv-clawInspired from this post on X: https://x.com/trq212/status/2052809885763747935, I wanted to give a shot at creating resumes with Claude-in HTML. Great initial results when i did a one shot over pdf to HTML but then it hit:- I could maintain templates of resumes.- Templates changing shouldn't affect the underlying contents of the resume- and, wait, we can make JSON the underlying data struct, and be able to modify that for every job description, and templates render the JSONReally enjoyed playing around with this, cause it got me thinking: if agents are automating the most mundane workflows, why are we still bottlenecked with tools like Google doc, Word, etc to create and maintain resumes; why cant we reliably see a job description and re-render a resume fitted to that job while not compromising the templates? Why not let Claude maintain the JSON files for each job, or each of your own profiles, and render those JSON's in to your templates?I'm open sourcing this, and I'd love if you all
May 16, 2026 1:48 PM
github.com
Show HN: Browser based sythesizer, drum machine and squencerhttps://github.com/madmonk13/modal-16Inspired by the recent Boards Of Canada announcement, I've been in a low-fi electronica mood lately and was going back and forth with Claude on how to design similar instruments in the browser that fit the genre. One thing led to another and pretty soon I had a fully browser based polyphonic synthesizer / drum machine / sequencer.The interface and workflow was heavily inspired by the Rebirth338 application released back in the 90's, but with lo-fi synth voices rather than the original 303 & 808 emulation.I know there's a significant overlap of developers and musicians and I though some of you may enjoy playing with the app, or at least listening to the resulting album. I've also open sourced track 1 of the album via the performance script used to record it. It's in the repo.Bandcamp link to the resulting album: https://madmonk13.bandcamp.com/album/yesterdays-tomorrow-tod...
May 15, 2026 8:07 PM
velda.io
Show HN: Velda – Run jobs with serverless GPUs, without container imageshttps://velda.ioAlmost all cloud job frameworks rely on containers. But building, pushing, and pulling images is slow and forces you to maintain a separate environment from your local dev setup. The maintenance of images is challenging as well: version drift, custom libraries & integrations, complex manifests.We believe containers create too much overhead during development. We built Velda to let you launch jobs directly in the cloud by mirroring your Velda managed dev-environment, all with just a command prefix. That way, you only need to allocate GPUs when you're running your training jobs, with no change to your workflow.How it works:* No manifests or custom libraries: You don't need to rewrite your code or define YAML. Just prefix your command with vrun.* Zero Restrictions: Use any tool, binary, or library already on your machine.* Instant Launch: We built a custom streaming file system. Instead of waiting for a 5GB image to pull, we stream only the necessary bits to the cloud instance, allowing j
May 14, 2026 7:53 PM
galdren.com
Show HN: Building effective Human-AI hybrid decision-making ecosystemhttps://galdren.com/lgd/I'm running an experiment to discover ways to move AI agents from "instruction followers" to "process owners". Most agents fail when a task requires evolving intuition or persistent, multi-day workflows.The core of this experiment is a collaborative "do-and-learn" loop where the agent executes a proven, high-stakes lead generation methodology, and the human provides the "judgment" layer.This is an ambitious experiment exploring a few points:Judgment vs. Execution: Humans learn good judgment through direct experience, failures, and working through problems. If we offload the doing to an agent, how do we build human-level judgment in the loop? Recursive Skill Building: Moving beyond simple Chain-of-Thought or generic skills. Can an agent document, refine, and store their own processes as they execute based on feedback? Training via Methodology: Using a proven, multi-million dollar revenue lead-generation methodology as the training data to see if an agent can move from instruction-follow
May 13, 2026 9:19 PM
news.ycombinator.com
Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builderhttps://news.ycombinator.com/item?id=48110593Hi HN, I’m Namanyay from Gigacatalyst (link: https://gigacatalyst.com/). Gigacatalyst allows sales, CS, and users to build one-off features, so your SaaS can support long-tail customer workflows and engineers aren’t pulled away from the roadmap.When you sell software to large businesses, you realize that each customer needs their own workflow and features. Traditionally, this either means long engineering roadmaps or the customers end up using workarounds.But what if everyone could build their critical missing features just by talking to an AI? That’s what we do at Gigacatalyst. We provide an AI customization layer for your customers, CS team, and sales team to build these missing critical workflows without needing any engineers at all. Think Lovable, but built on top of YOUR platform.We connect to your product's APIs, learn your data model and design system, and let non-technical users build governed apps via natural language - inside your product, under your brand.Here’s what it look
May 12, 2026 4:32 PM
bing.com
The big payouthttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8cbfc95491464b9129d54deeea7b6e&url=https%3A%2F%2Fwww.msn.com%2Fen-us%2Fentertainment%2Fgeneral%2Fthe-big-payout%2Far-AA22AM5e&c=5750219380657224713&mkt=en-usTwo cents of every dollar fed into a slot machine at Hollywood Casino at Penn National Race Course flows into Dauphin County coffers. Over the years, that money — along with 1% of the casino’s online ...
May 7, 2026 2:03 AM