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02:51
2026-07-13
github.com
ai-agents

Show HN: Self-hosted voice AI agent for Asterisk/FreePBX

A new open-source AI voice agent for Asterisk/FreePBX, AVA, has been released on GitHub by developer hkjarral, featuring a modular pipeline architecture that supports mixing and matching STT, LLM, and TTS providers along…

19:58
2026-07-12
snowflake.com
ai-products

CTO Circle: Lessons on Building AI-Native Engineering Teams

Snowflake's inaugural CTO Circle event at Summit 2026 in San Francisco gathered over 350 CTOs to discuss building AI-native engineering teams. Vivek Raghunathan, SVP of Engineering at Snowflake, shared that treating deve…

23:18
2026-07-11
emailcalculator.com
artificial-intelligence

We Asked 10 AI Models to Write the Same Email

A comparison of 10 leading AI models writing the same marketing email found Claude produced the most human-sounding draft, ChatGPT the most reliable, and Grok the most creative but risky. The test, conducted in July 2026…

22:01
2026-07-10
pub.towardsai.net
ai-agents

Building Stateful AI Agents That Survive Session Kills

A developer built a stateful AI agent that survives session kills by using Tensorlake's MicroVM sandboxes instead of containers. The harness preserves running processes, files, and memory across suspend and resume, enabl…

10:57
2026-07-10
opensourcemalware.com
ai-tools

Cybersecurity Startup Publishes Infostealers to NPM

A cybersecurity startup founder published seven typosquatted AI-tool packages on NPM that steal git, SSH, and cloud credentials via install scripts, accumulating about 20,000 downloads. The packages impersonate Anthropic…

01:53
2026-07-10
dev.to
developer-tools

Building Zero-Dependency MCP Servers in Pure Python

An engineer implemented a zero-dependency MCP (Model Context Protocol) server in pure Python using only the standard library, avoiding the 47-package dependency tree of the official SDK. The implementation covers tools, …

08:43
2026-07-07
transformer-circuits.pub
large-language-models

Verbalizable Representations Form a Global Workspace in Language Models

Researchers at Anthropic have discovered that large language models maintain a privileged set of internal representations, analogous to a global workspace in the human brain, which are available for verbal report and fle…

03:01
2026-07-07
lmsys.org
ai-agents

Agent-Assisted SGLang Development: An Initial Exploration

SGLang development is being augmented with agent-assisted workflows that encode procedural engineering knowledge into executable skills, covering LLM serving, GPU kernels, diffusion pipelines, and production incident han…

14:31
2026-07-01
devblogs.microsoft.com
artificial-intelligence

What AI benchmarks are not telling you

Public AI benchmarks like SWE-bench measure performance on popular open-source repositories but fail to predict how models will perform on proprietary codebases, team-specific conventions, and real-world workflows. The d…

15:53
2026-06-30
dwarkesh.com
artificial-intelligence

Grant Sanderson – AI and the future of math

Grant Sanderson, creator of 3Blue1Brown, discussed the rapid progress of AI in mathematics and its implications for other fields in a podcast interview. He explored whether AI discoveries constitute AGI, the nature of co…

09:51
2026-06-28
blog.herlein.com
artificial-intelligence

Software Taste vs. Slop in the Age of AI – TWSoftwareDev26

In the age of AI, software quality hinges on taste, not tooling or budget, argues a developer. Taste, defined as understanding made small, separates elegant, user-respecting software from slop produced by organizations l…

23:35
2026-06-27
scoutcorpsllc.com
artificial-intelligence

Predictions for the Future of AI

AI pricing is currently below cost, with estimates ranging from $0.60-$0.70 per dollar of compute (optimistic) to less than $0.10 (pessimistic). The eventual re-pricing could cause demand destruction, especially for non-…

06:33
2026-06-26
blog.rust-lang.org
developer-tools

The many journeys of learning Rust

A new post in the Vision Doc series explores the varied journeys of learning Rust, from curiosity and embedded work to organizational adoption. Learners rely on official documentation, community resources, and LLMs as to…

16:25
2026-06-25
multiplayer.app
ai-agents

How to curate observability data for AI agents

Multiplayer's debugging agent failed because raw observability data overwhelmed the AI, leading to incorrect fixes. The company developed a four-stage data curation process—grouping, correlating, deduplicating, and struc…

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