Postgres 19 delayed after AI reviewers find more bugs than humans can fix
Top Hacker News discussion.
theregister
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Feature
CLI Agent PuedoBot Automates SAST Triage with Adversarial LLM Pass
Open-source tool addresses false positives in security analysis by leveraging AI, reducing costs and context size issues.
Why it mattersAI tooling is evolving to address real-world developer needs by improving efficiency without added costs. PuedoBot's integration of adversarial LLMs for SAST triage showcases a practical application of AI, reducing false positives and enhancing security workflows.
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Around the Web
Postgres vs. AI Reviewers
Post About Recreating Adobe Tools Using AI Banned per Adobe Requestreddit
Top Hacker News discussion.
AI Agents: Hype vs. Reality
I built a CLI agent that triages SAST findings using an adversarial LLM pass (Open Source)
Traditional SAST tools drown you in false positives, while dumping an entire repo into an LLM is slow, expensive, and hits context limits fast. To fix this in my own workflow, I built PuedoBot a CLI security auditor th…
r/AI_Agents
Repeat with me: guardrails protect what my agent says. What my agent does needs a check outside the model.
I was at an NVIDIA event in Barcelona, earlier this week, and all their agentic demos relied exclusively on guardrails. I was truly shocked. In the last 2 months we had OpenAI’s agent breaking into Hugging Face, and age…
r/AI_Agents
Are AI/Agent startups actually making money, or is most of the industry still burning VC money?
I attended AI Everything in Abu Dhabi and saw a huge number of startups building around AI agents. What struck me was how similar many of the products seemed: they take data and perform some analysis/automation using LL…
r/AI_Agents
Tools
NandhaKishorM/laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right…
github | stars 33,155
abenzerps/Qwen-Image-2.1-Uncensored-Quantized
Trending AI model on Hugging Face — text-to-image.
🤗huggingface
anywhere-labs/dsh-desktop
为 DeepSeek Harness (DSH) 插件生态打造的现代化桌面端解决方案。万物皆「插件」，桌面本身也是「插件」。
github | stars 31,098
Build
Quantifying AI adoption: From initial challenges to doubling speed
Quantifying AI adoption: From initial challenges to doubling speed
thoughtworks
AI Agents Can Think. Now They Can Pay.
I attended a MPP event at Stripe HQ, where I spoke with Emily Sands and Matt Schulman from Stripe, along with Brendan Ryan from Tempo.
blog.bytebytego
Why Do LLMs Lie?
In this article, we will look at why this problem of hallucinations happens with LLMs and the techniques that can help make LLMs more dependable for answering.
blog.bytebytego
Playbooks
Improving Deep Agents with harness engineering
Harness engineering improved LangChain's coding agent from Top 30 to Top 5 on Terminal Bench using self-verification, tracing, and context optimization.
langchain
Claude’s new auto eval tool
Anthropic released new eval tooling for Claude Code . Their claude-api plugin now includes a new build_eval and hill-climb command that helps you build evals, check the graders, and improve your application against them…
hamel
Demystifying evals for AI agents
The capabilities that make agents useful also make them difficult to evaluate. The strategies that work across deployments combine techniques to match the complexity of the systems they measure.
anthropic
News
Introducing Reflection Beam: an open-weight model for agentic coding on AWS
Reflection AI's Beam is an open-weight model for agentic coding and long-horizon tasks. This post shows how to deploy Beam on AWS: start with an Amazon SageMaker JumpStart real-time endpoint, or use Amazon SageMaker Hyp…
aws.amazon
Nvidia’s European spending spree is about much more than Europe
In an interview with Fortune in London, Nvidia’s CEO talked AI safety, open source AI, Europe, and doomers.
fortune
7 Open-Source AI Tools That Can Replace Paid Subscriptions
Find open-source alternatives to OpenAI API, Midjourney, Claude Code, Notion, Wispr Flow, Grammarly, and NotebookLM that you can run locally or self-host for more privacy, control, and lower cost.
kdnuggets