DEV Community • 2026-08-07 11:16

Your Contact Form Created the Deal... Just in the Wrong Pipeline

One of the most interesting CRM bugs I've seen recently wasn't caused by a failed API request. In fact, the API worked perfectly. The website visitor filled out a Contact Form 7 form, the request reached Pipedrive successfully, and a new deal was created. Everything looked good... Until the sales team opened Pipedrive. The deal had been created in the wrong pipeline. That meant automations d...

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DEV Community • 2026-08-07 11:15

Google DeepMind’s Gemini Robotics 2 Puts Cross-Embodiment Robot Control at the Center

Google DeepMind is positioning Gemini Robotics 2 as its most advanced Vision-Language-Action, or VLA, model for robots. The central claim is not that one robot form factor has won. Instead, the model is designed to support a range of embodiments, from bi-arm platforms to full humanoids, while enabling whole-body control, dexterity and coordination among multiple robots operating in shared spaces. ...

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18-Year-Old Linux SCTP Flaw Could Let Local Users Gain Root and Escape Containers
The Hacker News • 2026-08-07 11:10

18-Year-Old Linux SCTP Flaw Could Let Local Users Gain Root and Escape Containers

A use-after-free bug in Linux's SCTP networking code can be turned into full root on a host, and Tencent researchers say they used it to escape a container and reach the machine underneath. The flaw has existed since 2008. The fix already shipped: stable kernels 7.1.6, 6.18.42, 6.12.101 and 6.6.148, released August 3, close it. Anyone running an older kernel with SCTP reachable should update.

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newest submissions : multi • 2026-08-07 11:05

From constraint models to playable puzzle games

submitted by /u/mzl to r/programming [link] [comments]

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DEV Community • 2026-08-07 11:00

VKAE: VIDRAFT's Inference Engine Hits 23 GPU Speedup and ~10K Tokens/sec on a Single Nvidia B200

VKAE: VIDRAFT's Inference Engine Hits 23× GPU Speedup and ~10K Tokens/sec on a Single Nvidia B200 TL;DR: VIDRAFT, a Korean Pre-AGI AI startup, has developed VKAE — an inference acceleration system that achieves up to 23× GPU utilization improvement on a single Nvidia B200, delivering approximately 10,000 tokens per second on the Qwen3.5-35B-A3B model. The system exposes an OpenAI-compa...

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DEV Community • 2026-08-07 11:00

Stop Building Chatbots and Start Building Agents

Most developers start their AI journey by building a wrapper around a prompt. You send a user query, the LLM gives an answer, and the interaction ends. That is a chatbot. It is a linear process. Agentic workflows are different. Instead of a straight line, you build a loop. An agent does not just answer; it plans, executes a tool, observes the output, and corrects its path until the goal is reach...

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newest submissions : multi • 2026-08-07 11:00

Weekly Discovery Thread - August 07, 2026

Share what’s new, useful, or just interesting Welcome to the Weekly Discovery Thread, where you can share software-related finds that caught your attention this week - especially the stuff that’s cool, helpful, or thought-provoking but might not be thread-worthy on its own. This thread is your space for: Neat tools, libraries, or packages Articles, blog posts, or talks worth reading Experiments o...

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Hacker News: Front Page • 2026-08-07 11:00

Making Postgres 300x faster for analytics: batching, operator fusion, and SIMD

Article URL: https://malisper.me/how-we-made-postgres-hundreds-of-times-faster-the-query-engine/ Comments URL: https://news.ycombinator.com/item?id=49208535 Points: 7 # Comments: 0

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DEV Community • 2026-08-07 11:00

Google Expands Free Gemini Personalized Image Generation to Eligible US Users

Google has expanded free personalized image generation in the Gemini app to eligible users in the United States with personal Google accounts. The rollout brings Personal Intelligence image creation, powered by Nano Banana 2 and optional Google Photos connectivity, to more users without requiring a paid Google AI plan. In its official Gemini app announcement, Google said the feature can use conte...

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DEV Community • 2026-08-07 11:00

Open-Source Multi-Agent Orchestration: Lessons from AgentForge

We built AgentForge to solve our own problem. Here's what 6 months of production multi-agent deployment taught us. Lesson 1: Start with Failure Modes, Not Success Cases Everyone designs for the happy path. But in multi-agent systems, the failure modes multiply: Agent A succeeds but takes 30s → Agent B times out waiting Agent A returns malformed JSON → Agent B crashes parsing Two agen...

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Aged Care Does Not Need More AI
DEV Community • 2026-08-07 11:00

Aged Care Does Not Need More AI

The first thing the sensor sees is the ceiling. It is an unremarkable ceiling, white acoustic tile, fluorescent strip, a slight nicotine tinge from a generation of residents who were once allowed to smoke indoors. The sensor is not a camera in the conventional sense. It does not record video; the procurement document made a point of that. It is a low-resolution thermal array, mounted in a discreet...

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DEV Community • 2026-08-07 10:58

Every dashboard was green while my agent made things up. Here is how I debugged it.

A user asked our support agent how to reset two-factor auth, and it confidently walked them through steps that do not exist in our product. Made up, start to finish, but well-written and plausible. I went to check what broke, and every dashboard was green. The request returned a 200. Latency was normal. The error rate had not moved. As far as our monitoring was concerned, nothing had happened at ...

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𝚓𝚊𝚟𝚊𝚜𝚌𝚛𝚒𝚙𝚝 • 2026-08-07 10:56

Flow for TypeScript Users

submitted by /u/Dagur [link] [comments]

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DEV Community • 2026-08-07 10:55

What 3 Days at Stanford's AI Security Conference Taught Me About Building Agents Safely

Last month I attended the AI Security Conference organized by the Stanford Security Labs. Three days. Thirty-plus sessions. Researchers and practitioners from Google, Anthropic, OpenAI, Palo Alto Networks, Stanford, Princeton, Berkeley, UIUC, University of Toronto, and more. The signal was unmistakable: we are building AI agents faster than we are securing them. This post is my attempt to synth...

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TimescaleDB 2.28: Faster Queries, Lighter Operations, and Better Schema Evolution
HackerNoon • 2026-08-07 10:54

TimescaleDB 2.28: Faster Queries, Lighter Operations, and Better Schema Evolution

TimescaleDB 2.28 speeds up time-series queries, makes continuous aggregates more flexible, and simplifies schema and compression changes at scale.

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Lobsters • 2026-08-07 10:54

From constraint models to playable puzzle games

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Hacker News • 2026-08-07 10:52

Show HN: textlog – A quiet, text-only microblogging platform

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newest submissions : multi • 2026-08-07 10:50

Looking for testers for a innovative macro recorder tool im building

I'm busy developing a macro tool (currently only Windows support) that is build on a different approach than the usual macro recorders like jitbit and MacroRecorder. Which allows for much faster scenario creation, it's self navigating, much better recovery when something unexpected happens on screen and it has android emulator support (currently only tested with LDPlayer9) for all your android gam...

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DEV Community • 2026-08-07 10:49

Installing uBlock Origin in Google Chrome: workarounds and limitations (macOS)

Google Chrome version 151 was released, and support for extensions using Manifest V2 has been completely removed in this version. I’ve come up with a solution that will allow you to install the full version of uBlock (not the lite version) in your browser. First of all, you'll need to remain on an older browser version. While this shouldn't have any immediate drawbacks, using an outdated browser...

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The Hidden US Pressure Is The Reason Why Indians May Soon H…
newest submissions : multi • 2026-08-07 10:48

The Hidden US Pressure Is The Reason Why Indians May Soon H…

submitted by /u/RecognitionCrafty388 to r/technology [link] [comments]

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