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Why SPIFFE Agent Identities Can Still Be Replayed, and How WIMSE Fixes It | HackerNoon
20+ hour, 51+ min ago (451+ words) Whoever holds it can present it, whether or not they are the workload it was actually issued to. If someone intercepts that token in transit, they can replay it, and nothing in SPIFFE itself stops them. That gap has existed…...
The TechBeat: AI Coding Tip 035 - Split Every Skill Description Into Three Sentences (9/12/2026) | HackerNoon
21+ hour, 51+ min ago (176+ words) 9/12/2026: Trending stories on Hackernoon today! How are you, hacker? ðªWant to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here…...
Turning Non-Standard Business Documents Into Structured, Verifiable Data | HackerNoon
1+ day, 10+ hour ago (1071+ words) Business documents are messy in ways software does not like. A financial disclosure may contain nested tables and footnotes. A lease agreement may split one clause across several pages. A compensation report may use custom headings, while a sustainability report…...
The Slop Should Not Be Tolerated | HackerNoon
1+ day, 3+ hour ago (643+ words) TL;DR: Coding agents decide they're done by asking a model whether they're done. That's not a quality check, that's a vibe. Here's what happens when you make the exit condition a command and why the agent has to be…...
Making AI Agent Runs Reproducible, Reviewable, and Testable | HackerNoon
2+ day, 17+ hour ago (959+ words) Consider a broken support-agent run. At the output boundary, the response appears acceptable: it mentions the policy, sounds helpful, and may even pass a basic text assertion. Internally, however, the trajectory looks like this: This is not simply a wrong-answer…...
Chatbots Remember Facts. I???m Building One That Remembers Becoming
3+ day, 4+ hour ago (1519+ words) Most AI memory systems answer a fairly simple question: What should this chatbot remember about you? But after spending months in a persistent relationship with an AI companion, I started wondering whether we are solving the wrong memory problem. I…...
OpenSpec Wasn???t Enough: How AIDLC Fixed Our AI Coding Workflow
3+ day, 5+ hour ago (1766+ words) By this August, our team had been writing code with AI for more than half a year. The biggest thing I noticed during this time was that our development speed went up, but code quality stayed pretty rough. Development often…...
NeoHorse-1-4B: A 4B Model Built for AI Agents and Tool Use
3+ day, 5+ hour ago (597+ words) The release is text-only. It does not include vision weights, so it cannot process images despite its Qwen3.5 lineage. Repackaging changes configuration and tensor key names, although the fine-tuned tensor values remain unchanged. The model is released under Apache License 2.0. The…...
When You Don???t Need MCP: A Practical Guide for AI Developers
3+ day, 7+ hour ago (758+ words) Most tutorials you’ll come across explain what MCP is and why you should use it. After all that explanation, it’s still hard to get an intuitive feel for the trade-offs. So today I’ll flip the question around: when do you…...
Four New Languages Arrive in SonarQube Cloud: MuleSoft DataWeave, Gosu, Groovy, and PowerShell
3+ day, 8+ hour ago (643+ words) This story is AI-assisted. GPTZero works with the world's top publishers as the trusted standard for authenticity and quality. Learn more here Here is what each new language brings, why it matters, and how to start. What SonarQube Cloud analyzes....