Budget BOB backpack weight test part 2 review
Budget B.O.B. backpack weight test showing load limits and capacity.
Budget B.O.B. backpack weight test showing load limits and capacity.
Hey HN,I spent the last 20 years building enterprise software and cybersecurity tools. Last year I started using AI agents for real work — and got terrified. Every tool I tried would happily `rm -rf /` if you phrased it right. One popular agent literally tried to exfiltrate SSH keys (you might have seen that HN post).So I built Core Rth. It's not a chatbot wrapper. It's a Sovereign Cognitive Kernel — an AI backend where every LLM action is a proposal that must survive a governance
My name is Joel Gross and I am a Washington state resident who founded a tech company in 2009 that now has over 250 full-time employees.Improvements in artificial intelligence have reached the takeoff point and are increasing exponentially. AI has already exceeded human intelligence by most measures. This year, we will see it far exceed human capabilities. The problem is that we are basically birthing a new form of life, one that will not care about human wants or needs. Most people who have stu
Hey HN,When you send real documents or customer data to LLMs, you face a painful tradeoff:- Send raw text → privacy disaster - Redact with [REDACTED] → embeddings break, RAG retrieval fails, multi-turn chats become useless, and the model often refuses to answer questions about the redacted entities.The practical solution is consistent pseudonymization: the same real entity always maps to the same token (e.g. “Tata Motors” → ORG_7 everywhere). This preserves semantic meaning for vector search a
agents. Not a custom truncation strategy, not a sliding window, not dropping old messages and hoping for the best. The failure mode is well-understood: your context window fills up, you truncate from the top, and the agent loses the thread. It forgets the task it was working on, the file path it just wrote to, the UUID it needs to reference. The conversation breaks. The problem is everyone keeps solving it by throwing away information instead. Truncation is fast to implement and quietly wrong. T
Hi HN, I built Dorkly, an app (mobile and desktop) for discovering public documents across the web. It’s basically automated Google dorking. Instead of manually running queries like: filetype:pdf machine learning site:edu cybersecurity pdf intitle:"research paper" filetype:pdf Dorkly generates and explores them automatically and returns a feed of PDFs, DOCs, PPTs, manuals and research papers. The fun part: it does this at scale and still manages to avoid the usual capt
I built a skill library for OpenClaw (always-on AI agent runtime, not session-based) where the agent can teach itself new behaviors during normal conversation.The idea: you tell your agent "every time I ask for a code review, always check for security issues first." It invokes a create-skill skill, writes a new SKILL.md, and that behavior is live immediately — no restart, no config change, no developer required.What I think is actually useful (the safety cluster):• loop-circuit-brea
The Trump administration is launching a new plan to initiate legal guardianship proceedings for hundreds of the “most vulnerable” veterans in the country. The administration announced the move on Wednesday, saying that the Department of Justice and Department of Veterans Affairs agreed to a plan that would see VA attorneys appointed as special assistant U.S. attorneys, allowing them to start and participate in state court conservatorship and guardianship proceedings, according t
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From a pocket-size EDC light to a 7,000-lumen powerhouse, these rugged flashlights are built for emergencies, vehicles, camping, and everyday carry.
Job tailoring advice is everywhere but it all bottlenecks at the same place: actually doing it 50 times. Copy resume, paste into ChatGPT, rewrite bullets, reformat everything that broke, repeat. Ajusta sits on the job page (LinkedIn, Indeed, etc.), reads the posting, and rewrites your resume against the JD without touching your formatting or adding anything that isn't already there. The output is your resume with tighter language and better keyword alignment, not a new document built from a
Hey Folks, I've been building an MCP server that generates beautiful Excalidraw architecture diagrams fully auto-laid-out, no manual positioning. It's open source, works with any AI IDE (Cursor, Windsurf, etc.).I wanted to share it early because the core layout engine is solid and already producing clean diagrams.What Problem Am I Solving? AI IDEs generate architecture diagrams as Mermaid or ASCII art. When they attempt Excalidraw, they hallucinate coordinates and boxes overlap, arrows
I posted porchsongs here about a month ago as a self-hosted Docker project. A few people looked at it, but I get that spinning up docker containers and configuring stuff is sort of a big ask.So I went ahead and built it into an actual hosted platform. Core is still fully usable and OSS but now I offer a hosted option.I'M OPENING IT UP VIA AN INVITE CODE. Here's one for the first 100 HN users so my LLM token budget doesn't immediately go to zero haha:PORCH-7F95BBtl;dr backstory. I
Hey HN,I built Selva, a skill (CLI + API) that lets AI agents search for products, compare options, and buy things on your behalf.How it works:• Tell your agent what you need ("order more coffee pods" or "find some toothpaste") • It searches Amazon, finds options, and handles checkout • You save your card with us via Stripe, your card details never touch our servers and are never seen by your agent • You set a dollar threshold, anything above it pauses and asks for your appro
The Department of Defense released the names of the six airmen who died when their LC-135 Refueling plane crashed in western Iraq on Thursday. They are: Maj. John A. Klinner, 33, of Auburn, Alabama; Capt. Ariana G. Savino, 31, of Covington, Washington.; and Tech. Sgt. Ashley B. Pruitt, 34, of Bardstown, Kentucky, who were all assigned to the 6th Air Refueling Wing. Capt. Seth R. Koval, 38, of Mooresville, Indiana.; Capt. Curtis J. Angst, 30, of Wilmington, Ohio; and Tech. Sgt. Tyler H. Simm
A Navy fighter jet that got the United States’ first air-to-air kill against another plane in nearly 20 years in 2017 is currently taking part in combat operations against Iran.The specific F/A-18E, Modex or identifying number 402, was seen launching from the USS Gerald R. Ford in a video posted by U.S. Central Command earlier on Saturday, showing a variety of the air power being used during Operation Epic Fury, the military’s name for combat operations against Iran. The plane is part of the 
March 14, 2026What To Do If You Get Lost in the WoodsIf you realize you may be lost while hiking, the most important thing to do is slow down and avoid making the situation worse. Stop moving, take a few minutes to calm yourself, and begin assessing your surroundings before you make any decision. Look for recognizable terrain features, think back to the last place you were completely certain of your location, and check any navigation tools you are carrying.One rule that many people forget in thi
A fuze malfunction, the second ever in the model’s service history, likely caused a M795 155mm artillery round to explode early in a live-fire demonstration at Camp Pendleton last fall, raining shrapnel onto a civilian highway, the Marine Corps found. The Marine Corps released its own internal investigation into the Oct. 18 incident on Friday. The incident last fall saw an artillery shell prematurely detonate over Interstate 5 while Marines carried out a live-fire barrage as part of a
Crossbody sling bags serve modern users as style elements which enable them to transport their belongings during their walking activities. The bags enable people to move freely while keeping their ...
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