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News
Giving an AI Agent a Real Sandbox: Filesystem and Network Jail, in Java
45+ min ago (733+ words) Ask a coding agent to run a build, and you have just handed a language model the ability to cat ~/.ssh/id_rsa. Prompt-level instructions like "do not read sensitive files" are not a security boundary — they are a suggestion to a…...
The Sky Becomes a Data Center: The Race to Put AI in Orbit
18+ min ago (212+ words) Why does this matter now? Because the transition from experiment to infrastructure is happening faster than most analysts anticipated, and the decisions being locked in today, spectrum filings, manufacturing commitments, bilateral compute contracts, will shape who controls this layer for…...
# The Suspiciously Round Number That Stopped Me Cold
2+ hour, 8+ min ago (232+ words) I was pulling data from SAP through an OData API — every Internal Order from 2020 to today. The response came back with exactly 1000 rows. Not 987, not 1214. A clean, round 1000. Was I happy? No. I got suspicious. In data work, a number…...
100+ Users, Free API Keys and ₹0 Cloud Budget: How I Built Kairos
3+ hour, 43+ min ago (760+ words) I wanted to build a simple RAG system. That sentence aged badly. The original problem was actually pretty simple. We were organizing a departmental event called Kairos, where participants had to study company information and create pitch decks. The organizers…...
Expanding Software Engineering Teams for Social Impact Projects
3+ hour, 45+ min ago (359+ words) Hiring full-time engineers is expensive and competitive, especially on a nonprofit, mission-driven budget. Meanwhile, there's a large population of developers who want to contribute to meaningful projects without signing on for a full-time role. Open source is the mechanism that…...
The Reminder Queue Refills Only When You Open the App
3+ hour, 54+ min ago (650+ words) The bug report was one line from someone testing Lifemaxxing AI: "why did it tell me I got nothing done today, I did everything." He was right, and the notification was working exactly as written. Lifemaxxing AI is a habit…...
I Built a Filipino AI Scam-Risk Analyzer - Here's How It Works
3+ hour, 29+ min ago (222+ words) How I Built Check Mo Muna: An AI Scam-Risk Analyzer for Filipinos Scam messages are getting harder to recognize, so I built Check Mo Muna, a free Filipino-focused tool that helps users assess suspicious messages before they click or pay....
Ephemora Cell: a capability-based WASM sandbox for untrusted AI code
3+ hour, 39+ min ago (369+ words) AI agents do not only answer questions. They write code, call tools, and load plugins. The hard part is not starting that work. It is what the code is allowed to do once it runs. Permission systems answer “may it…...
Hermes: Autonomous AI Agents for Career Growth and Opportunity Exploration
3+ hour, 59+ min ago (1521+ words) Hermes: Building Autonomous AI Agents for Career Growth and Opportunity Exploration Building AI that does more than answer questions At the same time, people whose income is limited or uncertain may also want to explore additional sources of income. The…...
Self-taught dev with real client work, looking for a team to learn from
4+ hour, 4+ min ago (355+ words) Looking for a free internship/mentorship opportunity. Hi everyone! I'm Monicah, a frontend and WordPress developer based in Nairobi, Kenya. I've worked on real client projects (custom WordPress builds, a full site design for an online learning platform, and website…...