Building Reliable Agentic AI Systems

39 sarangk90 2026-06-21 05:21:14 UTC martinfowler.com Llama Share 5

Bayer AG developed the Preclinical Information Center (PRINCE) platform to address pharmaceutical industry challenges in drug development, leveraging Agentic Retrieval-Augmented Generation and Text-to-SQL to integrate decades of safety study reports. PRINCE evolved from a keyword-based search tool to an intelligent research assistant capable of answering complex questions and drafting ...

Developers don't understand CORS (2019)

100 toilet 2026-06-21 02:21:14 UTC fosterelli.co Llama Share 40

Web developers often misunderstand how CORS works, leading to security vulnerabilities like the recent Zoom vulnerability, which was caused by bypassing CORS to access a localhost webserver. A secure implementation would involve implementing a REST API with CORS headers and a Content Security Policy to prevent unauthorized access.

Renting a sewing machine from the library

185 sohkamyung 2026-06-20 23:21:14 UTC bbc.com Llama Share 94

Finland's libraries are thriving as community service centers, offering more than just books, and promoting social inclusion and democracy. They are valued for their role in helping societies function, with over 700 libraries serving Finland's 5.6 million people.

Zigzag Decoding with AVX-512

21 luu 2026-06-21 04:21:14 UTC zeux.io Llama Share 0

The author experimented with two optimizations for AVX-512 vertex decoding in meshoptimizer, but only one made it in. The first optimization used a branchless formulation to decode zigzag encoded integers, while the second used AVX-512 predication support to compile the branching variant directly.

Loupe – A iOS app that raises awareness about what native apps can see

184 Cider9986 2026-06-20 23:21:14 UTC github.com/mysk-research Llama Share 46

Loupe is an iOS app that shows device fingerprinting data from public APIs, helping users see what apps can quietly learn about their device. It's free and open source, with a Mac version in development.

Proportion-Integral-Derivative Controllers

10 dhorthy 2026-06-21 05:21:14 UTC en.wikipedia.org Llama Share 3

A PID controller is a feedback-based control loop mechanism used in industrial control systems to manage machines and processes with continuous control and automatic adjustment. It compares the desired target value with the actual value of the system and applies corrective actions to bring the system to the desired setpoint using proportional, integral, and derivative methods.

Epoll vs. io_uring in Linux

114 Sibexico 2026-06-20 23:21:14 UTC sibexi.co Llama Share 31

The user discusses the differences between epoll and io_uring for handling asynchronous I/O on Linux, highlighting io_uring's efficiency and reduced syscall overhead. io_uring is recommended for modern Linux projects due to its improved performance and architectural changes.

Slow breathing modulates brain function and risk behavior

139 croes 2026-06-20 23:21:14 UTC cell.com Llama Share 28

Prolonged exhalation breathing can increase cardiac parasympathetic activity, leading to enhanced reward sensitivity and increased risky choices. This effect is associated with changes in brain activity in regions involved in reward processing, such as the ventromedial prefrontal cortex and precuneus.

Show HN: TownSquare, a tiny presence layer for websites

134 cauenapier 2026-06-20 23:21:14 UTC townsquare.cauenapier.com Llama Share 67

TownSquare is a web platform where users can interact without accounts or algorithms, sharing a virtual space. It features simple controls for movement, chat, and social interactions, creating a fun and playful online experience.

Your brain was never designed for this much bad news

80 colinprince 2026-06-21 04:21:14 UTC sciencedaily.com Llama Share 50

Humans are overwhelmed by bad news due to their natural negativity bias, which was adaptive in the past but now causes stress and fatigue. To manage news fatigue, people can contain news consumption, choose depth over volume, and identify actions they can take to feel more in control.

15-minute at-home Lyme disease tick test

81 bookofjoe 2026-06-21 00:21:14 UTC bostonglobe.com Llama Share 29

LymeAlert is a 15-minute tick test that can detect Lyme disease, priced at $40 per test. It's designed to help people avoid unnecessary doctor visits and antibiotic doses by testing ticks for the disease.

The 100k Whys of AI

3 surprisetalk 2026-06-21 05:46:14 UTC lcamtuf.substack.com Prefix Share 0

One of the most painful arguments I keep having with fellow techies is the question of whether you can distinguish between human-written and AI-generated text. Their skepticism is rooted in reason: at their core, LLMs are state-of-the-art statistical models of how humans talk. If so, the output from the model should be almost by definition indistinguishable from human language under any ...

Guide to the TD4 4-bit DIY CPU

22 andrewstuart 2026-06-21 02:21:14 UTC philipzucker.com Llama Share 1

The user built a 4-bit CPU kit called TD4 from Aliexpress, which has 2 registers, LEDs, and 16 bytes of program ROM, and wrote notes to help others understand its architecture and usage. The user encountered some difficulties during assembly, including soldering the USB connector and understanding the directionality of surface mount diodes, but eventually got the CPU working and wrote a ...

When I reject AI code even if it works

130 vnbrs 2026-06-21 01:21:14 UTC vinibrasil.com Llama Share 74

Using AI for coding generates a large volume of code that requires human review to ensure quality and scalability. Engineers should guide AI coding agents to produce adequate solutions, not rely solely on AI reviews.

Armstrong Effect

19 userbinator 2026-06-21 04:21:14 UTC en.wikipedia.org Llama Share 1

The Armstrong effect is a physical process producing static electricity through fluid friction, discovered in 1840 by William Armstrong. It involves sparks generated by steam or compressed air, and was later used in Armstrong's electrostatic generators.

SMPTE Makes Its Standards Freely Accessible

243 zdw 2026-06-20 17:21:14 UTC smpte.org Llama Share 72

SMPTE has made its entire Standards catalog freely available to the global media technology community. This move aims to accelerate adoption and implementation, strengthen interoperability, and drive innovation in the industry.

Project Fetch: Phase Two

52 stopachka 2026-06-21 00:21:14 UTC anthropic.com Llama Share 19

Anthropic's Claude model has improved significantly, enabling it to complete tasks 20 times faster than humans without assistance. However, it still struggles with precise robotic control and adapting to new tasks.

UHF X11: X11 Built for VisionOS and Apple Vision Pro

190 zdw 2026-06-20 17:21:14 UTC lispm.net Llama Share 32

visionOS receives X11 calls from clients and vintage machines, opening each top-level window separately. X authority cookies are generated on device and copied to clients for secure connections.

The Lost Story of Alan Turing's "Delilah" Project

3 asdefghyk 2026-06-21 05:21:14 UTC spectrum.ieee.org Prefix Share 1

It was 8 May 1945, Victory in Europe Day. With the German military’s unconditional surrender, the European part of World War II came to an end. Alan Turing and his assistant Donald Bayley celebrated victory in their quiet English way, by taking a long walk together. They had been working side by side for more than a year in a secret electronics laboratory, deep in the English countryside. ...

DOS Game "F-15 Strike Eagle II" reversing project needs DOS test pilots

230 LowLevelMahn 2026-06-20 15:21:14 UTC neuviemeporte.github.io Llama Share 62

The F-15 Strike Eagle 2 reconstruction project has made significant progress, with all C code rewritten and data moved from assembly to C. The project is now open for testing and bug reporting, with the latest release v0.9.1 available for download.

Unauthorized alert sent to cell phones across Brazil

117 zdw 2026-06-20 20:21:14 UTC cnn.com Llama Share 83

Unauthorized alert with "misantropi4" message sent to cell phones in Brazil, suspected to be a hacker attack. Brazilian government is investigating the incident and restoring the National Civil Defense's warning platform.

Whole cross-sectional human ultrasound tomography

58 lnyan 2026-06-20 23:21:14 UTC nature.com Llama Share 9

Researchers developed a new system for whole cross-sectional ultrasound tomography, enabling imaging of the entire human cross-section in reflection and transmission modes. This system has potential applications in clinical needs, such as adipose thickness assessment and video-rate biopsy needle localization.

NOLA 'Nacular: One man's crusade to preserve New Orleans's vernacular signage

33 NaOH 2026-06-21 02:21:14 UTC countryroadsmagazine.com Llama Share 2

Anthony DelRosario documents New Orleans' hand-painted signs as a form of vernacular art. His project, Nola 'Nacular, preserves the city's unique voice and culture.

Semiconductor Lifeline Keeps Fighter Jets in the Air

67 rbanffy 2026-06-20 22:21:14 UTC spectrum.ieee.org Llama Share 18

Phoenix Semiconductor repackages off-the-shelf semiconductors to replace unavailable chips for the US Navy and other customers. The company aims to bridge the gap between high-mix, low-volume demand and large chip manufacturers.

Alice is impatient

78 birdculture 2026-06-20 22:21:14 UTC brooker.co.za Llama Share 24

You're measuring time in requests or outages, but users like Alice and Alex experience time in seconds and minutes, leading to a discrepancy in perceived wait times. This is due to the inspection paradox, where users experience a time-weighted version of the latency distribution, resulting in a higher mean time to recovery than the actual MTTR.

Linux eliminates the strncpy API after six years of work, 360 patches

162 simonpure 2026-06-20 21:21:14 UTC phoronix.com Llama Share 125

Linux 7.2 has eliminated the deprecated strncpy API due to bugs and performance issues. It has been replaced with alternative functions like strscpy() and memcpy().

Temporary Cloudflare accounts for AI agents

199 farhadhf 2026-06-20 11:21:14 UTC blog.cloudflare.com Llama Share 103

Cloudflare updated Wrangler to allow agents to deploy code without signing up for an account. Agents can now use the --temporary flag to deploy code instantly, with a 60-minute claim window to make the account permanent.

Show HN: StartupWiki – A Free Alternative to Crunchbase

185 shpran 2026-06-20 16:21:14 UTC startupwiki.tech Full Share 58

StartupWiki is a community-driven AI-powered research directory of global startup ventures. Explore AI, Biotech, CleanTech, FinTech and more.

PostgresBench: A Reproducible Benchmark for Postgres Services

96 saisrirampur 2026-06-20 19:21:14 UTC clickhouse.com Llama Share 22

A benchmark was created to compare Postgres performance across various services, including AWS RDS, Aurora, and others, using a TPC-B-like workload. The results show that Postgres managed by ClickHouse outperforms others due to its NVMe-backed storage and architecture.

The rise of South Korea’s weapons business

136 JumpCrisscross 2026-06-20 17:21:14 UTC politico.com Llama Share 48

South Korea's defense industry has grown rapidly, becoming the 9th-largest arms exporter in the world, with a projected combined revenue of $37 billion in 2026. The country's emphasis on speed, affordability, and technology transfer has made it a reliable alternative supplier to European NATO members.