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urgent Fixing LangChain Serialization Regression with Automated Pytest Dev.to (top) 5 May urgent Malicious Code Found in @validate-sdk/v2 Used by Anthropic’s Claude Opus The Hacker News 4 May

Major stories · 1

5sources

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Sammanställd nyhet

Add GPT‑Realtime‑2 to your API to enable live voice reasoning, tool calling, and context up to 128K.

OpenAI Blog Latent Space AI News Simon Willison Hacker News (front page)

2 urgent · 30 unread · 0 pinned

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Lead story

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LangSmith We built SmithDB, the data layer for agent observability

Migrate to SmithDB for faster trace queries and full‑text search.

LangChain Blog 18 May ai-dev 9/10

affects: internal

More briefs

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7/10

OpenAI Expands Codex Tooling, GitHub Copilot App, LangChain Agents

Integrate GitHub's new App into your development workflow to enable agent‑first coding.

Latent Space 18 May ai-dev

Good to know

7/10

WIP Web UI for KV Edit over ComfyUI

Patch the Web UI to enable prompt creation, saving, drag‑and‑drop reorganization, and API integration with ComfyUI. Add support for setting the Comfy URL from the browser and plan to integrate Qwen 3.5b LLM for image description.

r/StableDiffusion 18 May ai-dev

Good to know

8/10

LangSmith Introducing LangSmith Context Hub

Use Context Hub to version and collaborate on agent context files.

LangChain Blog 18 May ai-dev

Good to know

8/10

Gemma‑4‑Gembrain‑31B‑it‑uncensored‑heretic Model Released on HuggingFace

Download Gemma‑4‑Gembrain‑31B‑it‑uncensored‑heretic from HuggingFace and integrate it into your pipelines.

Reddit r/LocalLLaMA 18 May ai-dev

ai-dev

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8/10

Abliterlitics Benchmarks Qwen3.6‑27B Abliteration Variants, Revealing Heretic and Huihui Preserve Capability Best

Benchmark Qwen3.6‑27B abliterated variants with 85 h runs, noting Heretic and Huihui preserve capability best, and discontinue HauhauCS due to plagiarism.

Reddit r/LocalLLaMA 18 May ai-dev

ai-dev

Good to know

8/10

TIME: Short Context-Triggered Thinking for Qwen3

Train Qwen3 models with QLoRA and Unsloth on a 7950X3D/128GB/RTX Pro 6000 to create TIME models that think in short bursts, and publish the repo and paper.

Reddit r/LocalLLaMA 18 May ai-dev

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8/10

I built a coding agent that gets 87 on benchmarks

Deploy SmallCode locally and use its compound tool and improvement loop to run coding tasks with a 4B Gemma model.

Reddit r/LocalLLaMA 18 May ai-dev

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8/10

Fin Announces Operator: AI Agent for Fin and Intercom Helpdesk

Deploy Operator to automate knowledge base updates, debug Fin conversations, and generate configuration proposals.

Intercom Blog 18 May ai-dev

Good to know

8/10

LangSmith LLM Gateway: runtime governance built into the agent lifecycle

Configure LangSmith LLM Gateway to enforce spend limits and redact PII.

LangChain Blog 18 May ai-dev

Good to know

8/10

LangSmith Sandboxes are Generally Available

Deploy LangSmith Sandboxes to securely run untrusted agent code.

LangChain Blog 18 May ai-dev

ai-dev

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8/10

AI SEO Agents: Automating Keyword Research, Audits, and More

Build an AI SEO agent on Agent A, connect it to Ahrefs via MCP, and configure a keyword research workflow that clusters by parent topic and scores by KD and traffic; schedule weekly technical audit runs and review the generated pull requests.

Ahrefs Blog 18 May ai-dev

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8/10

DigitalOcean Deploy 2026: Unified AI Inference Stack with Serverless, Dedicated GPUs, and Intelligent Routing

Migrate your OpenAI‑compatible code to DigitalOcean serverless inference, run the break‑even calculator for your model, and enable the Intelligent Router to auto‑select cheaper models for non‑critical tasks.

DigitalOcean Blog 18 May ai-dev

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8/10

Operator: A Production-Scale Agent for Customer Operations

Deploy Operator by integrating its 50+ purpose‑built tools and 10 skills into your help center, ensuring proposal diffs are reviewed before any live changes.

Intercom Blog 18 May ai-dev

ai-dev

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6/10

Low‑VRAM AI on Windows guide: dynamic VRAM management with ComfyUI

Configure ComfyUI to use dynamic VRAM management on Windows with shared video memory, avoid Linux NVIDIA due to lack of shared memory, and use AMD ROCm GTT memory if on AMD. Test models like SDXL, Illustrious XL, Z‑Image Turbo FP16/FP8 on a GTX 1060 6 GB to confirm performance.

r/StableDiffusion 18 May ai-dev

ai-dev

Good to know

6/10

Prompting Tips for Flux2/Klein with Qwen‑Based Text Encoder

Structure prompts as clear sentences with ownership for the Qwen‑based TE in Flux2/Klein to maximize relationship encoding.

r/StableDiffusion 18 May ai-dev

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6/10

NeuralCompanion: Open‑Source Local‑First AI Companion with Voice, LLM, and Avatar Support

Clone the NeuralCompanion repo, install dependencies, and run the desktop app to experiment with local LLMs, voice chat, and avatar workflows.

r/StableDiffusion 18 May ai-dev

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6/10

RealTime character swap app updated with Lucy 2.1

Patch the RealTime character swap app to use Lucy 2.1 and ensure compatibility with the DeluluStream framework. Verify the updated video demo and test real‑time swapping functionality.

r/StableDiffusion 18 May ai-dev

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7/10

DystopiaBench: 42 LLMs Tested on Their Willingness to Build the Apocalypse

Run the DystopiaBench benchmark to verify your LLM's safety compliance; download the JSON scenarios from GitHub and evaluate responses.

Reddit r/LocalLLaMA 18 May ai-dev

Good to know

7/10

LangGraph 1.2 Introduces DeltaChannel to Eliminate O(N²) Checkpoint Storage Growth

Adopt DeltaChannel in LangGraph 1.2 to cut checkpoint storage from O(N²) to O(N) without any config changes.

LangChain Blog 18 May ai-dev

ai-dev

Good to know

7/10

AI Agent Readiness: Beyond Capability to Organizational Readiness

Assess your organization's readiness across content, scope, procedural, data, and execution before expanding AI agent capabilities.

Intercom Blog 18 May ai-dev

ai-dev

Good to know

7/10

A new personal finance experience in ChatGPT

Deploy the new Finances feature in ChatGPT by enabling Plaid integration for Pro users and testing dashboard sync and query handling.

OpenAI Blog 18 May ai-dev

ai-dev

Good to know

7/10

CPUFlow v9.7 and FlashLM Updates Show Lower PPL Does Not Guarantee Coherence

Experiment with CPUFlow v9.7 and RAM Net sparse memory to balance PPL and coherence in your models.

Reddit r/LocalLLaMA 18 May ai-dev

Good to know

7/10

AI Hallucinations Pose Security Risks in Critical Infrastructure

Add confidence‑checking mechanisms to AI outputs to guard against hallucinations in critical infrastructure.

The Hacker News 18 May ai-dev

ai-dev

Good to know

7/10

Lucebox DFlash + PFlash on RX 7900 XTX Achieves 2.24× Speedup Over llama.cpp Baseline

Run Lucebox DFlash on 7900 XTX with DDTree budget 8 to achieve ~2.24× speedup over llama.cpp baseline.

Reddit r/LocalLLaMA 18 May ai-dev

ai-dev

Good to know

7/10

Benchmarking vLLM, SGLang, and llama.cpp on a 7‑GPU Cluster Shows vLLM Dominates Mixed‑GPU Prefill

Test vLLM on mixed GPU clusters for long context prefill, and use VLLM_PP_LAYER_PARTITION to balance uneven splits.

Reddit r/LocalLLaMA 18 May ai-dev

ai-dev

Good to know

7/10

AutoScout24 Accelerates Development with Codex and ChatGPT

Deploy Codex across engineering pipelines to automate pull request reviews, refactoring, and documentation, and establish an AI Champions network to drive adoption.

OpenAI Blog 18 May ai-dev

ai-dev

Good to know

7/10

Semble: Token‑Efficient Code Retrieval for Claude Code

Add Semble as an MCP server to Claude Code to reduce token usage and improve code search speed.

Hacker News (front page) 18 May ai-dev

ai-dev

Good to know

7/10

AI Twitter Recap: Research Benchmarks, Agentic Systems, and Inference Advances

Patch training pipelines to include Soohak's 439 math problems and Medmarks v1.0 benchmarks, and test Perceptron Mk1 on video workloads.

AI News 18 May ai-dev

ai-dev

Good to know

7/10

Unlocking Asynchronicity in Continuous Batching

Use CUDA streams to separate CPU batch preparation from GPU compute, launching H2D, compute, and D2H streams concurrently to eliminate 24 % idle GPU time.

Hugging Face Blog 18 May ai-dev

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