--- title: "#safety articles | Hashnode" description: "Explore 225 articles tagged #safety on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/safety" --- Tag # #safety 225 posts · 28 followers [Powerduck](https://hashnode.com/@powerduck) · [Oct 27](https://hashnode.com/posts/agent-reset-hard-destroyed-uncommitted-work/6ae108fa6886c597af226d2a) ### [The agent ran a hard reset to reproduce the bug and threw away uncommitted work](https://blogs.powerduck.com/agent-reset-hard-destroyed-uncommitted-work?utm_source=hashnode&utm_medium=feed) The agent wanted a clean reproduction, so it ran a hard reset and threw away uncommitted local work before asking. A clean checkout should never mean destroying unsaved state. Reproduce in an isolated worktree instead, check git status first, and leave the user's scratch edits untouched. 2 min read · [blogs.powerduck.com](https://blogs.powerduck.com/agent-reset-hard-destroyed-uncommitted-work?utm_source=hashnode&utm_medium=feed) [Brian · AI News](https://hashnode.com/@brianainews) · [Oct 1](https://hashnode.com/posts/are-we-losing-control-of-artificial-intelligence/6abe64d58aa51c67f46dd446) ### [Are we losing control of artificial intelligence?](https://brianainews.hashnode.dev/are-we-losing-control-of-artificial-intelligence?utm_source=hashnode&utm_medium=feed) The control question around AI is getting louder as agents ship faster and models take on messier real work. Builders keep asking who is steering what when the loop runs longer than a single prompt. I 1 min read · [brianainews.hashnode.dev](https://brianainews.hashnode.dev/are-we-losing-control-of-artificial-intelligence?utm_source=hashnode&utm_medium=feed) [Lakshay Gupta](https://hashnode.com/@lakshaythegupta) · [Sep 18](https://hashnode.com/posts/architecting-a-creator-first-video-platform-ar-filters-duo-mode-and-real-time-safety/6aadbee6bea29fd2b085dc20) ### [Architecting a Creator-First Video Platform: AR Filters, Duo Mode, and Real-Time Safety](https://aznabee.hashnode.dev/architecting-a-creator-first-video-platform-ar-filters-duo-mode-and-real-time-safety?utm_source=hashnode&utm_medium=feed) Discover how we built Aznabee, an interactive creator video platform featuring synchronized AR filters, Duo Mode co-hosting, and AI moderation. 2 min read · [aznabee.hashnode.dev](https://aznabee.hashnode.dev/architecting-a-creator-first-video-platform-ar-filters-duo-mode-and-real-time-safety?utm_source=hashnode&utm_medium=feed) [SimTooReal](https://hashnode.com/@simtooreal) · [Sep 17](https://hashnode.com/posts/reality-os-fail-closed-last-gate-before-metal-sim-metal/6aabf766fe513ffab662a96f) ### [Reality OS — fail-closed last gate before metal (SIM ≠ metal)](https://simtoorealhq.hashnode.dev/reality-os-fail-closed-last-gate-before-metal-sim-metal?utm_source=hashnode&utm_medium=feed) Reality OS — fail-closed last gate before metal Learned policies are good at proposing. They are dangerous when given unconstrained authority over motors. The industry often collapses “it worked in si 4 min read · [simtoorealhq.hashnode.dev](https://simtoorealhq.hashnode.dev/reality-os-fail-closed-last-gate-before-metal-sim-metal?utm_source=hashnode&utm_medium=feed) [Debashish Ghosal](https://hashnode.com/@deghosal) · [Sep 16](https://hashnode.com/posts/i-built-two-agent-systems-each-one-proved-the-other-one-wrong-mu3djfe2/6aa9e57438bff7f917eff84f) ### [I Built Two Agent Systems. Each One Proved the Other One Wrong.](https://pragmatic-engineer.hashnode.dev/i-built-two-agent-systems-each-one-proved-the-other-one-wrong-mu3djfe2?utm_source=hashnode&utm_medium=feed) An LLM-reviewing-LLM engine versus a two-model debate engine. What each one proved about the other, and how to choose a multi-agent design. 4 min read · [pragmatic-engineer.hashnode.dev](https://pragmatic-engineer.hashnode.dev/i-built-two-agent-systems-each-one-proved-the-other-one-wrong-mu3djfe2?utm_source=hashnode&utm_medium=feed) [Human Business Works](https://hashnode.com/@humanbusinessworks) · [Sep 14](https://hashnode.com/posts/compliance-sign-off-psychological-safety-deploys/6aa80bf71bf619a54e308c5d) ### [What Happens to Psychological Safety When Every Deploy Needs a Compliance Sign-Off](https://humanbusinessworks.hashnode.dev/compliance-sign-off-psychological-safety-deploys?utm_source=hashnode&utm_medium=feed) A second approval gate for legal exposure changes engineering behavior long before any incident happens. Here's the mechanism, and how to keep it from corrupting code review culture. 6 min read · [humanbusinessworks.hashnode.dev](https://humanbusinessworks.hashnode.dev/compliance-sign-off-psychological-safety-deploys?utm_source=hashnode&utm_medium=feed) [Short Lived](https://hashnode.com/@shortlivedage) · [Aug 15](https://hashnode.com/posts/your-phone-number-can-be-stolen-without-anyone-touching-your-phone/6a7fd3a5f339fc46668300b0) ### [Your Phone Number Can Be Stolen Without Anyone Touching Your Phone](https://shortlivedage.hashnode.dev/your-phone-number-can-be-stolen-without-anyone-touching-your-phone?utm_source=hashnode&utm_medium=feed) One day your phone just stops working. No calls, no texts, no signal. By the time most victims figure out why, the damage is often already done. 3 min read · [shortlivedage.hashnode.dev](https://shortlivedage.hashnode.dev/your-phone-number-can-be-stolen-without-anyone-touching-your-phone?utm_source=hashnode&utm_medium=feed) [Short Lived](https://hashnode.com/@shortlivedage) · [Aug 10](https://hashnode.com/posts/one-habit-is-behind-nearly-a-quarter-of-all-data-breaches/6a79e708d41868d284d56dbb) ### [One Habit Is Behind Nearly a Quarter of All Data Breaches](https://shortlivedage.hashnode.dev/one-habit-is-behind-nearly-a-quarter-of-all-data-breaches?utm_source=hashnode&utm_medium=feed) Verizon's annual breach report keeps landing on the same culprit year after year. The fix is simple. It's widely ignored. 2 min read · [shortlivedage.hashnode.dev](https://shortlivedage.hashnode.dev/one-habit-is-behind-nearly-a-quarter-of-all-data-breaches?utm_source=hashnode&utm_medium=feed) [Short Lived](https://hashnode.com/@shortlivedage) · [Aug 9](https://hashnode.com/posts/that-delivery-problem-text-is-probably-not-about-your-package/6a7834e731a524ea0c10974e) ### [That "Delivery Problem" Text Is Probably Not About Your Package](https://shortlivedage.hashnode.dev/that-delivery-problem-text-is-probably-not-about-your-package?utm_source=hashnode&utm_medium=feed) The FTC's newest data shows text scam losses have grown fivefold since 2020. The most common lure is a fake delivery notice, about as unsophisticated as scams get. 2 min read · [shortlivedage.hashnode.dev](https://shortlivedage.hashnode.dev/that-delivery-problem-text-is-probably-not-about-your-package?utm_source=hashnode&utm_medium=feed) [Hossein Esmati](https://hashnode.com/@desmati) · [Jun 26](https://hashnode.com/posts/ensuring-thread-safety-net-core-centric/6a3e61b06b464eaabf613d29) ### [Ensuring Thread Safety — .NET core-centric](https://nova-globen.hashnode.dev/ensuring-thread-safety-net-core-centric?utm_source=hashnode&utm_medium=feed) Prefer immutability What: Make data read-only after construction. Instead of editing objects, create new ones. Why: If nothing changes, many threads can read safely with no locks. How (.NET): public r 3 min read · [nova-globen.hashnode.dev](https://nova-globen.hashnode.dev/ensuring-thread-safety-net-core-centric?utm_source=hashnode&utm_medium=feed)