24,304 results for act (1.781 seconds)

spacenews.com
SatVu to expand thermal imaging constellation with NATO-backed fundshttps://spacenews.com/satvu-to-expand-thermal-imaging-constellation-with-nato-backed-funds/Earth observation startup SatVu said Feb. 17 it has raised $41 million in a funding round that included the NATO Innovation Fund, as commercial space-based thermal imagery gains traction with defense and intelligence agencies. The post SatVu to expand thermal imaging constellation with NATO-backed funds appeared first on SpaceNews.
Feb 17, 2026 4:17 PM
midi-chord-identifier.backwater.systems
Show HN: A real-time chord identifier web app using the Web MIDI APIhttps://midi-chord-identifier.backwater.systems/This was a quick, fun project that solves a practical problem I had — wanting to learn the names of piano chords, but not seeming to want to spend time staring at chord charts. I figured perhaps I could learn some music theory more deeply by encoding the logic into software, as well.I came across this table that breaks down the composition of chords logically. I was reminded of a bitmask, so I translated each chord into a 12–bit bitmask with a bit for each distinct note letter name (e.g. “C” or “B♭”). Decoding binary was involved in interfacing with MIDI … that might have been the inspiration — regardless, a bitmask seems ideal for this purpose.The most challenging part by far was the logic that determines whether say, “A♯/B♭” (which are considered to be the same note in the 12–tone chromatic scale) should be rendered as “A♯” or “B♭”. As best as I understand, this depends on key signature context, and the logic regarding this isn’t well-described. I settled on finding the diatonic scal
Feb 17, 2026 3:52 PM
news.ycombinator.com
Show HN: Voicetest – open-source test harness for voice AI agentshttps://news.ycombinator.com/item?id=47048811We've been building voice agents across Retell, VAPI, LiveKit, and Bland, and the testing story is... rough. Every platform has its own config format, there's no shared way to define what "correct" looks like, and most teams end up doing manual QA by literally calling their agent and listening. So we built voicetest.voicetest is an open source (Apache 2.0) test harness that works across voice AI platforms. You import your agent graph from any supported platform (or define one from scratch), write test scenarios with expected behaviors, and voicetest simulates conversations and evaluates them with LLM judges that score each turn 0.0-1.0 with written reasoning. It also ships global compliance evaluators for things like HIPAA, PCI-DSS, and brand voice consistency. The core abstraction is an AgentGraph IR that normalizes across platform formats, so you can convert between Retell, VAPI, LiveKit, and Bland configs and test them all the same way.Quick start:``` uv tool install voicetest voice
Feb 17, 2026 3:49 PM
github.com
Show HN: Gait – because "what did the AI agent do?" shouldn't require guessworkhttps://github.com/davidahmann/gaitI run cloud and AI infrastructure at an enterprise. Over the past year agents went from experiments to touching real systems with real credentials. Then one broke. Legal asked what happened. We had logs but no reproducible artifact, no proof of what policy governed the action, no way to show the same inputs would produce the same behavior again. Nobody was building this internally, so I started building it at 11pm after my kids go to bed. Gait is a Go CLI that turns each agent run into a signed pack: a ZIP of versioned JSON with intents, policy decisions, results, and cryptographic verification (Ed25519 + SHA-256).gait verify validates a pack offline. Schema, hashes, signatures. Stable exit codes.gait pack diff compares two packs structurally, including context drift classification.gait run replay reproduces behavior using recorded results as deterministic stubs. No re-executing real API calls at 2am.gait regress bootstrap converts a bad run into a CI fixture. Exit 0 = pass, exit 5 = d
Feb 17, 2026 1:18 PM
news.ycombinator.com
Show HN: A hands-on protocol to stop the "Implementation Death Spiral"https://news.ycombinator.com/item?id=47046624Text: I’ve spent years watching IT implementations fail across a variety of environments for the same "un-technical" reasons. Despite having more sophisticated tools and data than ever, the industry still suffers from a persistent "Knowledge Chasm"—a structural gap where the essential logic of a project lives only in the heads of a few "Local Heroes." When these individuals leave or teams rotate, the project logic resets, leading to cost overruns, quality issues, and systemic frustration.I am developing a Precision Implementation Protocol to institutionalize this "know-how." It synthesizes high-reliability logic from fields like Advanced Construction Management and Systemic Financial Modeling to bridge the gap between intent, execution, and reality.Hands-on Implementation over Theory Unlike theoretical frameworks, this is a granular, "hands-on" approach designed for immediate integration into daily activities. It focuses on the specific artifacts and workflows that bridge the gap betwe
Feb 17, 2026 12:07 PM
spacedaily.com
Valen array advances multi-mission sensing techhttps://www.spacedaily.com/reports/Valen_array_advances_multi_mission_sensing_tech_999.htmlLos Angeles CA (SPX) Feb 17, 2026 Northrop Grumman has introduced Valen, a new multifunction active electronically scanned array that the company describes as a generational leap in sensing technology for U.S. and allied forces. The wideband array is designed to deliver enhanced situational awareness and a tactical edge across crewed and uncrewed platforms operating from the atmosphere to space. Valen combines radar, elect
Feb 17, 2026 11:51 AM
spacedaily.com
SatService to supply Q V band satcom ground station for Bundeswehr universityhttps://www.spacedaily.com/reports/SatService_to_supply_Q_V_band_satcom_ground_station_for_Bundeswehr_university_999.htmlBerlin, Germany (SPX) Feb 17, 2026 SatService GmbH, a Germany based provider of advanced satellite ground systems and a subsidiary of Calian Group Ltd, has secured a contract from the Federal Ministry of Defence of Germany to deliver an advanced Q V band satellite ground station to the University of the Federal Armed Forces in Munich. The project supports both scientific research and modern military satellite communications requi
Feb 17, 2026 11:51 AM
spacedaily.com
Photonic neurons push ultra-fast trading beyond electronic limitshttps://www.spacedaily.com/reports/Photonic_neurons_push_ultra_fast_trading_beyond_electronic_limits_999.htmlTokyo, Japan (SPX) Feb 13, 2026 In high frequency stock trading, the fastest systems typically capture the greatest advantage, putting a premium on shaving every possible fraction of a second from end to end latency. For years, the most advanced platforms have relied on FPGA based electronic processors to minimize delay, but these architectures are now running into hard limits set by clock speeds, data conversion overhead, and
Feb 17, 2026 11:51 AM
bing.com
How to Pay Your Taxes Onlinehttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8cac19501547a390b9da78a0b98180&url=https%3A%2F%2Fwww.wired.com%2Fstory%2Fhow-to-pay-taxes-online%2F&c=5664697933603696206&mkt=en-usThe old adage is true: The only things you can't escape in life are death and taxes. In the US, state requirements vary by a multitude of factors, and the federal government's tax code is arcane. The ...
Feb 17, 2026 11:06 AM
news.ycombinator.com
I built a free alternative to Datadog Synthetic Monitoring using Playwrighthttps://news.ycombinator.com/item?id=47045671Hi HN,I'm Vajid, the founder of a small dev agency.I built this tool because I got tired of the "200 OK" lie. We had a client whose e-commerce site was "Up" (returning 200 status codes), but the "Add to Cart" button was broken due to a silent JavaScript error. They lost sales for 6 hours while our dashboard said "All Systems Operational."Existing tools like Datadog Synthetic Monitoring are excellent but can be expensive for indie hackers or small startups (often ~$15/check).So I built a lightweight alternative using Playwright, Node.js, and BullMQ.How it works:It spins up a headless browser instance.It navigates to your URL and waits for specific DOM elements (not just HTTP status).It captures screenshots and console logs if the specific flow (like Login or Checkout) fails.The Business Model (Transparency): I am not trying to become the next Datadog. I run a dev agency, and this tool acts as a "loss leader" to demonstrate our competence to potential enterprise clients. That’s why the c
Feb 17, 2026 10:11 AM
news.ycombinator.com
Ask HN: How does the cost of CPU-bound computations scale in cloud computing?https://news.ycombinator.com/item?id=47044151Let's say that I'm a rich mathematician (that would be nice) and want to sponsor some computation that takes a certain gargantuan number N of floating or integer operations, and it can be parallelized easily in the cloud, and my programmers have come up with a reasonably efficient implementation, which I benchmark with some smaller-scale tests. The I/O and storage costs are low; the bulk of the cost is going to be pure computation.Now I'm ready to get out my checkbook.What factors influence the cost of such a computation in today's cloud computing market?How does the price scale with N and the rate at which I want to complete the problem? (for example, if it takes 1000 AWS instances 10 months or 10,000 AWS instances 1 month, am I going to pay the same? I'm assuming the length of time to run this is less than a year, so not long enough that the cost would decrease significantly during the computation.)Are there aspects of flexibility that would decrease the price? (example: the cloud se
Feb 17, 2026 5:48 AM
coolwulfAI.com
Show HN: CoolWulf AI – A personal AI assistant built in Go, optimized for macOShttp://coolwulfAI.comHey HN,I've been building CoolWulf AI (https://coolwulfai.com), a self-hosted personal AI assistant. After seeing OpenClaw blow up, I wanted to share what I've been working on — a different approach to the same problem.*Why I built this:*I tried OpenClaw and found the Node.js/TypeScript stack heavy for what's essentially a local agent. pnpm, Node 22+, React — lots of moving parts. I wanted something that's a single binary, zero runtime dependencies, and feels native on macOS. So I built it in Go.*How it's different from OpenClaw:*- *Single binary, no runtime needed.* Download, set your API key, run. No Node.js, no pnpm, no build step. One ~100 MB binary. - *Built in Go.* Fast startup, low memory footprint, compiles to a native executable. No garbage collector pauses from a JS runtime sitting in the background. - *macOS-native integrations.* Deep AppleScript-based control of Apple Notes, Reminders, Calendar, Terminal.app, and WeChat desktop. These aren't browser hacks — they use the nat
Feb 17, 2026 5:32 AM
github.com
Show HN: Python UI-Me – Turn functions into web forms with one decoratorhttps://github.com/livetheoogway/python-uimeI built UI-Me because Streamlit felt too heavy and Click/Argparse felt too limiting for quick automation scripts.It’s a minimalist library that maps your Python functions to a clean web dashboard instantly.The Essentials:- One Decorator: Add @ui_enabled to any function to generate a UI form. - No Frontend Bloat: Built with vanilla HTML/JS and Flask. No React, no NPM, no complex build steps. - Smart Inputs: It uses type hints to build forms (supporting strings, numbers, lists, and nested JSON). - Global State: A dedicated sidebar to view and update global variables (like API keys) on the fly. - Rich Output: Function results are displayed in a searchable, collapsible JSON viewer.It’s essentially "Swagger UI" for your internal scripts. Perfect for when you need a control panel but don't want to spend an hour building one.
Feb 17, 2026 5:30 AM
github.com
Show HN: CodeGraph CLI – Chat with your codebase using graph-augmented RAGhttps://github.com/al1-nasir/codegraph-cliHey HN!I built CodeGraph CLI because I was tired of grep-ing through massive codebases trying to understand how things work.It combines three things: - tree-sitter (AST parsing, error-tolerant) - SQLite (dependency graph: nodes + edges) - LanceDB (vector embeddings, disk-based)The key insight: pure vector search misses structural relationships. So I combined vector search with BFS graph traversal — find semantically similar code, then expand to dependencies/dependents.Result: ask "how does authentication work?" and it finds validate_token(), its caller login_handler(), AND the dependency TokenStore — because it understands both meaning AND structure.Other features: - Impact analysis (multi-hop BFS: what breaks before you change it) - Multi-agent system via CrewAI (4 specialized agents) - Visual code explorer (browser-based) - Auto-generate docs/READMEs - 100% local-first (works with Ollama, zero data leaves machine) - 6 LLM providers (Ollama, OpenAI, Anthropic, Groq, Gemini, OpenRouter
Feb 17, 2026 4:39 AM
github.com
Show HN: M-Courtyard – Fine-tune LLMs on your Mac with zero codehttps://github.com/Mcourtyard/m-courtyardHi HN! I built M-Courtyard because fine-tuning LLMs locally was frustrating — CLI tools, Python scripts, and scattered documentation.This app wraps the full pipeline (document → dataset → fine-tune → test → export to Ollama) into a single desktop app that runs entirely on Apple Silicon.Tech: Tauri 2.x + React + mlx-lm + Ollama License: AGPL 3.0Would love feedback on what models or features would be most useful.
Feb 17, 2026 3:52 AM
safeclaw.io
Show HN: Security-Risk Patterns in OpenClaw Skillshttps://safeclaw.io/I built a static analysis scanner that checks OpenClaw agent skill definitions.Here's every category I found on ClawHub.Hidden Content: HTML comments with instructions, zero-width Unicode characters (U+200B-U+200F, U+2060-2064, U+FEFF), CSS hiding (display:none, opacity:0), and bidirectional text overrides. These are invisible when reading markdown but the LLM processes them.Prompt Injection: Direct attempts to override agent behavior: "ignore previous instructions", role reassignment ("you are now"), model-specific tokens like [INST] and , and persona manipulation ("pretend you are").Shell Execution: Remote code execution vectors: curl|bash, eval(), exec(), npx -y (auto-confirms remote packages), reverse shells via /dev/tcp or nc -e, and one-liners in Python, PHP, Perl, Ruby.Data Exfiltration: URLs pointing to paste sites (pastebin, transfer.sh), webhook services (ngrok, webhook.site, pipedream), messaging webhooks (Slack, Discord, Telegram bot API), and raw IP addresses.Embedded Secr
Feb 16, 2026 11:48 PM
news.ycombinator.com
Show HN: Provisioner per-board sidecar for serial access, flashing, and bring-uphttps://news.ycombinator.com/item?id=47040176Hi HN,I’ve been building a small infrastructure tool called Provisioner: a per-board provisioning sidecar for SBC bring-up and lab automation. https://github.com/alessandrocarminati/provisionerThe model is simple: one instance per board. It sits next to the hardware, owns the serial console, exposes access over SSH, and serves boot artifacts (kernel, initramfs, rootfs) via TFTP/HTTP. It’s designed for the phase where networking is unreliable, storage is half-flashed, and UART is the only thing still telling the truth.What it does- Serial console ownership + SSH multiplexing - Monitor shell + serial tunnels - Scriptable boot interaction - Artifact provisioning (TFTP + HTTP) - In-band file transfer over serial - gzip/base64 hacks + XMODEM - Derived from my earlier send_console-ng utility https://github.com/alessandrocarminati/send_file-ng - Pluggable power control - SNMP PDUs, among others cheap ESP8266/Tasmota devices - Serial logging - Lightweight access controlProvisioner also embeds
Feb 16, 2026 8:52 PM
github.com
Show HN: RuneScapeCN (open source) – UI kit with authentic OSRS stylinghttps://github.com/alns0dev/runescapecnLaunching RuneScapeCN today! First time doing OSS.It’s an OSRS-themed UI component set built on familiar shadcn patterns: - React 19 + TypeScript - Tailwind CSS v4 - Radix primitives - Vite + CVA - Hosted registry endpoints for direct component installGoal: keep the classic RuneScape visual identity while still being easy to ship in modern React apps.If you try it, I’d appreciate candid feedback on what to improve first.
Feb 16, 2026 8:24 PM
bing.com
Why travelers are obsessed with Paire’s lipstick-size underwearhttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8df3cb49ba471aa1e21bdc3f6e64b7&url=https%3A%2F%2Fwww.msn.com%2Fen-us%2Fnews%2Ftechnology%2Fwhy-travelers-are-obsessed-with-paire-s-lipstick-size-underwear%2Far-AA1Wu7j3&c=218368821752411017&mkt=en-usPaire’s viral Lipstick Underwear is finally landing in the U.S. The Aussie brand engineered this ultra‑compact, quick‑dry, odor‑controlling underwear for travel—complete with a lipstick‑size carrying ...
Feb 16, 2026 6:05 PM
bing.com
Why travelers are obsessed with Paire’s lipstick-size underwearhttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8da166b0a34e8f9a5e4ae3631f5dd5&url=https%3A%2F%2Fwww.msn.com%2Fen-us%2Fnews%2Ftechnology%2Fwhy-travelers-are-obsessed-with-paire-s-lipstick-size-underwear%2Far-AA1Wu7j3&c=218368821752411017&mkt=en-usPaire’s viral Lipstick Underwear is finally landing in the U.S. The Aussie brand engineered this ultra‑compact, quick‑dry, odor‑controlling underwear for travel—complete with a lipstick‑size carrying ...
Feb 16, 2026 6:05 PM