01
Clef: Open-source decision models, and new RL fine-tuning platform
Article URL: https://blog.cloudflare.com/clef-decision-models/ Comments URL: https://news.ycombinator.com/item?id=49923692 Points: 370 # Comments: 146
Daily AI development intelligence, filtered for builders.
A compact digest of model releases, papers, agentic systems, coding automation, infra, security, and high-signal developer discourse. Feed candidates are ranked locally; the scheduled Hermes worker can add qualitative synthesis.
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02
Identity Management for Agentic AI [pdf] (2025)
Article URL: https://openid.net/wp-content/uploads/2025/10/Identity-Management-for-Agentic-AI.pdf Comments URL: https://news.ycombinator.com/item?id=49922736 Points: 66 # Comments: 22
03
2026 in LLMs (so far)
On Friday I gave the closing keynote at the WeAreDevelopers World Congress North America in San Jose. I tied together the key trends from the past year into a chronological exploration of everything that happened in 2026. The video is on YouTube ; here are my annotated slides and notes to accompany the talk. And as an annotated presentation : # I'm going…
04
Vote on which of Hacker News' challenges for AI have been met
Article URL: https://stoppels.ch/goalposts/ Comments URL: https://news.ycombinator.com/item?id=49924618 Points: 44 # Comments: 54
05
Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
Article URL: https://github.com/Vibra-Ingenn/Janus Comments URL: https://news.ycombinator.com/item?id=49926773 Points: 30 # Comments: 4
06
Show HN: Rhun, an open-source code editor written in assembly
I found that I'm not using even 1/3 of vim/vscode features anymore. That's wht I'm building rhun - a small code editor for Linux, Windows and Apple silicon Macs. It obviously has Vim mode, a terminal, Git diffs and a panel for Claude Code or Codex sessions. The editor and pixel renderer share an x86-64 assembly core. For Apple silicon, a build-time transl…
07
Show HN: Tracelane.dev- OSS Rust LLM Gateway with a tamper-evident ledger
Hi everyone, Sanjeev here- founder. My journey in AI started with wanting to break into emerging AI companies, but without deep hands-on experience, it was hard to even get noticed. I started with scope focused minor projects but then curiosity got expanded to understand what happens under the hood of LLM calls, what goes in & how reliable AI agents works…
08
Crafting Express – isolated local environments for AI coding agents
Article URL: https://github.com/crafting-dev/express Comments URL: https://news.ycombinator.com/item?id=49927273 Points: 1 # Comments: 0
09
Show HN: Strata – an expressive semantic layer that can say no to your LLM
Hello HN, I'm Ajo and I built Strata. I spent 4 years at Netflix solving self service for non-technical business users. I think I cracked it with my unique approach to semantic layer design. The key challenge is balancing expressiveness with ease of use for our non technical colleagues. It just so happens that focus made it work pretty well with LLMs too.…
10
Show HN: D-Engine – deterministic LLM code edits, 42× fewer tokens than an agent
Article URL: https://github.com/corruchaga/D-Engine Comments URL: https://news.ycombinator.com/item?id=49925593 Points: 2 # Comments: 0
11
How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?
Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over long-horizon cycles and limited Large Language Model (LLM) primitives, modern MLE agents are deployed on top of increasingly elaborate machinery: multi-agent orchestrators, dedicated retrieval subagents, and more. While such harnesses expand, the use of more…
12
Scan your LLM agent's tools for cost-amplification bugs (no API key)
Article URL: https://github.com/samuelrojas-dev/agent-cost-bench Comments URL: https://news.ycombinator.com/item?id=49927585 Points: 1 # Comments: 0
13
Show HN: SideTap – an LLM drives a real iPhone from Windows, no Mac or jailbreak
Article URL: https://github.com/ucsandman/SideTap Comments URL: https://news.ycombinator.com/item?id=49912306 Points: 1 # Comments: 0
14
Aweb – Communication for AI Agents
Article URL: https://aweb.ai Comments URL: https://news.ycombinator.com/item?id=49927587 Points: 5 # Comments: 0
15
Show HN: Premortem – AI agents that red-team your startup idea
Article URL: https://premortem.site Comments URL: https://news.ycombinator.com/item?id=49926691 Points: 5 # Comments: 4
16
Kcc, a C compiler built solo with an LLM on $100/month boot Linux kernel
Article URL: https://github.com/LiterateDrivenDevelopment/kcc Comments URL: https://news.ycombinator.com/item?id=49926294 Points: 4 # Comments: 1
17
Jointly optimizing SQL queries and LLM inference for up to 14x speedups
Article URL: https://fsdatalab.github.io/blog/introducing-quail/ Comments URL: https://news.ycombinator.com/item?id=49912536 Points: 3 # Comments: 0
18
Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore
Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations, reducing IaC development time from weeks to minutes.