AI News Today

Hi HN, I’m a software engineer who’s been building AI agents for about 1.5 years. I’ve noticed that teams often give agents the ability to perform real tasks, such as refunding money, changing accounts, and writing to production databases, without involving a human in the process. When there is an approval step, there’s no reliable record of who approved what or when. To address this issue, I created Approv. It’s a simple API call that pauses an agent’s risky action and prompts a human to approv

Article URL: https://directus.com/resources/ai-is-straining-vulnerability-disclosure-for-maintainers Comments URL: https://news.ycombinator.com/item?id=48912302 Points: 2 # Comments: 0

Article URL: https://thehustle.co/originals/meet-the-guys-you-call-when-ai-breaks-your-brain Comments URL: https://news.ycombinator.com/item?id=48912131 Points: 2 # Comments: 0

Article URL: https://www.instructables.com/Vibe-Pad/ Comments URL: https://news.ycombinator.com/item?id=48912086 Points: 2 # Comments: 0

Article URL: https://mentedb.com/compare/mem0 Comments URL: https://news.ycombinator.com/item?id=48912059 Points: 2 # Comments: 0

Article URL: https://radicalpolitics.org/2026/07/14/the-reason-why-ai-wont-be-taking-your-coding-job/ Comments URL: https://news.ycombinator.com/item?id=48911982 Points: 2 # Comments: 0

Article URL: https://www.manveerbhullar.com/writing/turing-window-ai/ Comments URL: https://news.ycombinator.com/item?id=48911839 Points: 3 # Comments: 1

Article URL: https://www.phoronix.com/news/Linux-Foundation-x402 Comments URL: https://news.ycombinator.com/item?id=48911171 Points: 2 # Comments: 0

Article URL: https://isaaclyman.com/blog/posts/five-laws-of-ai/ Comments URL: https://news.ycombinator.com/item?id=48911134 Points: 1 # Comments: 0

Article URL: https://blog.atuin.sh/atuin-ai-oss/ Comments URL: https://news.ycombinator.com/item?id=48910998 Points: 8 # Comments: 1

Article URL: https://prompt-eval.com/state-of-prompt-quality/2026-q3 Comments URL: https://news.ycombinator.com/item?id=48910829 Points: 1 # Comments: 0

Article URL: https://github.com/ulmentflam/llm.mojo Comments URL: https://news.ycombinator.com/item?id=48910825 Points: 1 # Comments: 0

Article URL: https://mitpress.mit.edu/9780262052481/inventing-eliza/ Comments URL: https://news.ycombinator.com/item?id=48910811 Points: 1 # Comments: 1

Article URL: https://www.404media.co/linkedin-and-x-are-flooded-with-ai-spam-browsing-data-suggests/ Comments URL: https://news.ycombinator.com/item?id=48910633 Points: 2 # Comments: 1

Article URL: https://www.tobiasreithmeier.de/en/blog/project-panama-anthropic-books Comments URL: https://news.ycombinator.com/item?id=48910509 Points: 1 # Comments: 0

Article URL: https://finance.yahoo.com/markets/stocks/articles/ibm-expects-second-quarter-revenue-111029599.html Comments URL: https://news.ycombinator.com/item?id=48908437 Points: 3 # Comments: 0

It's a personal assistant I've been working on for myself and my house. So it's very much designed around my wants but I think it's pretty cool. A not cool thing is it's using mostly cloud AI services but that just lets me work on it quickly without dealing with what local models to run problem. I also think it should be easy to hack, so if you wanted to run local models, change the interface or just use the interface itself or something else. Just wanted to show it off and share! EDIT: sorry ab

Article URL: https://www.artfish.ai/p/offloading-thinking-to-ai Comments URL: https://news.ycombinator.com/item?id=48908178 Points: 26 # Comments: 9

Article URL: https://www.reuters.com/world/meta-used-ai-target-workers-with-medical-conditions-layoffs-former-employees-2026-07-14/ Comments URL: https://news.ycombinator.com/item?id=48908065 Points: 9 # Comments: 1

Article URL: https://github.com/RukkaNova/aevum-realm-architect Comments URL: https://news.ycombinator.com/item?id=48907920 Points: 1 # Comments: 0

Article URL: https://agent-coherence.dev/blog/silent-data-loss-taxonomy/ Comments URL: https://news.ycombinator.com/item?id=48907757 Points: 1 # Comments: 1

I wanted to run AI from inside the JVM. I started out with the standard REST sidecar, ripped that out to use Project Panama (Foreign Function & Memory API) in the new JDK versions to interface directly with llama.cpp. I still wasn't happy with how that functioned, so I built libargus.cc to get a clean ABI to expose a structured API up in the JVM landscape. It still uses Project Panama to interface directly with llama.cpp, whisper.cpp, and ggml compute graphs. I have zero-allocation on the hot pa

Article URL: https://www.airpggames.com Comments URL: https://news.ycombinator.com/item?id=48907661 Points: 1 # Comments: 0

Article URL: https://www.macobserver.com/news/apple-stock-surges-to-record-highs-as-traders-cheer-outsourced-ai-strategy/ Comments URL: https://news.ycombinator.com/item?id=48907617 Points: 4 # Comments: 0

Hi HN, we're Kiran and Vijay! Over the past two years, we have built a columnar storage engine for observability: logs, metrics, and traces. Today, it's exciting for us to show what we've built on top of that foundation: LLM Agent Observability. Given how non-deterministic agents are, storing all traces without sampling was critical for us. But these traces tend to be in the MBs, sometimes GBs - we needed to store them inexpensively. We also needed the queries and analyses to be fast. To meet bo

Article URL: https://agentic.tracebit.com/context-bombs/ Comments URL: https://news.ycombinator.com/item?id=48907610 Points: 2 # Comments: 0

Article URL: https://www.bloomberg.com/news/articles/2026-07-14/ai-tools-can-help-job-hunters-cheat-on-interviews-and-coding-tests Comments URL: https://news.ycombinator.com/item?id=48907534 Points: 2 # Comments: 2

Article URL: https://www.cio.com/article/4196339/how-do-you-go-from-junior-to-staff-engineer-when-ai-writes-the-code.html Comments URL: https://news.ycombinator.com/item?id=48907502 Points: 1 # Comments: 0

Article URL: https://github.com/OyaAIProd/oya Comments URL: https://news.ycombinator.com/item?id=48907336 Points: 2 # Comments: 1

Article URL: https://verdict.infinure.com/ Comments URL: https://news.ycombinator.com/item?id=48907306 Points: 2 # Comments: 0

We built a tool for livestream your agents session and it also allows collaborative pair prompting with team mates in single claude or codex sessions. Once done with sessions you can post sessions as blogs or trail of conversation so that people can learn and use that rich context in ai agents. Try now : https://liveshortly.com/install Comments URL: https://news.ycombinator.com/item?id=48907302 Points: 1 # Comments: 0

Hi HN. I built this at work for fun because I could not answer a basic question: what did that last agent session actually cost me? It does three things: 1. A statusline under the agent's input box while it works: which model is billing you, cost so far, dollars per hour, and how much of your rate-limit window is gone. Waste like a stuck Bash retry loop gets flagged on the line as it happens. 2. "npx aireceipts-cli" after a session prints an itemized receipt: every tool priced, plus a "same toke

Article URL: https://github.com/A-Wattamwar/halley Comments URL: https://news.ycombinator.com/item?id=48907245 Points: 2 # Comments: 2

Article URL: https://www.ft.com/content/da478c37-7a32-415d-9f30-3b2981149f95 Comments URL: https://news.ycombinator.com/item?id=48907220 Points: 6 # Comments: 2

Article URL: https://www.eamoncaddigan.net/posts/ai-in-2026/ Comments URL: https://news.ycombinator.com/item?id=48907219 Points: 14 # Comments: 8

Article URL: https://www.bargo.ai/research/coding-ai-value-what-falls-next Comments URL: https://news.ycombinator.com/item?id=48907160 Points: 1 # Comments: 0

Article URL: https://github.com/Cocabadger/tick-mcp Comments URL: https://news.ycombinator.com/item?id=48906990 Points: 2 # Comments: 0

Article URL: https://github.com/brunopistone/mnemoai Comments URL: https://news.ycombinator.com/item?id=48906032 Points: 2 # Comments: 0

Article URL: https://modelsagree.com/labs/model-tiers Comments URL: https://news.ycombinator.com/item?id=48905935 Points: 2 # Comments: 0

Article URL: https://github.com/pierreolivierbonin/verbatimeter Comments URL: https://news.ycombinator.com/item?id=48905331 Points: 2 # Comments: 0