Local coding models are now mature, running on consumer GPUs with privacy and efficiency. This article reviews the best seven models, covering general coding, multimodal, reasoning, and more.

Samsung Electronics is expanding employee access to ChatGPT Enterprise and Codex, giving staff wider use of AI tools for technical and non-technical work. The deployment covers all Samsung Electronics employees in Korea and all Device eXperience employees worldwide, reversing earlier restrictions due to data security concerns.

Cory Doctorow discusses the dual impact of AI on workers: some find it helpful while others feel miserable. He clarifies he is not anti-AI but critical of its misuse. He defends web scraping for AI training as beneficial and warns against making internet records illegal.

Amazon Prime Day is on now, and ZDNET is tracking the best discounts in real time across TVs, laptops, tablets, smartwatches, phones, headphones, vacuums, and more. Plus, competing deals from Walmart, Costco, and Sam's Club. Sale runs through June 26; members can save at least 20%.

A study finds only 7% of Americans rely on AI tools for news, ranking AI at the bottom of news sources, and many distrust AI-assisted reporting.

GELab-Zero is an open-source Android GUI Agent framework providing plug-and-play inference infrastructure and a 4B model. It supports local deployment, one-click launch, task distribution, and three agent modes. Its self-built benchmark AndroidDaily covers daily life scenarios, achieving 73.4% accuracy on static tests and 75.86% success rate on end-to-end tasks.

This complete guide for indie developers covers ASO ranking factors, metadata fields, iOS vs Google Play differences, and a 90-day playbook to move apps from obscurity to top-3 visibility. Key updates: Apple's OCR indexing of screenshot text (2025), conversion rate as a ranking signal, and the compounding flywheel of visual quality and ratings.

This tutorial demonstrates how to build a fully offline Graphify workflow that transforms a realistic multi-module Python application into a knowledge graph. It covers installing Graphify and graph libraries, generating a sample app, extracting the graph locally using tree-sitter without any API key or LLM backend, analyzing the codebase with NetworkX (file types, relationships, centrality, community detection, shortest paths), and creating both static and interactive visualizations to understand how modules, classes, functions, and database objects connect.

Nous Research has introduced /learn, a new command in the Hermes Agent Skills System that automatically generates reusable skills from various sources. The command uses the agent's existing tools to source material and writes a standards-compliant SKILL.md file. Skills are loaded progressively to keep token usage low, and the system supports multiple creation methods including manual writing, auto-saving, and Hub installation.

Heron is a passive network analyzer that reconstructs what AI agents are doing by capturing TLS-encrypted LLM calls via eBPF, with zero SDKs or proxies. It's open-source, Rust-based, and latest v0.7.0 aligns with OpenTelemetry, adds eBPF capture discovery, auto-filters hidden sidecars, and enables one-click SFT trajectory export for fine-tuning.

The writer who coined the word ‘enshittification’ tells us why AI will never deliver what it promises – and why it still appeals so much to those in power. He introduces the concept of 'reverse centaur' where humans become assistants to machines, and warns of AI's potential societal threats.

The debate between forward-deployed engineers (FDEs) and AI engineers continues. FDE job postings surged 1,165%, but Andrew Ng argues AI engineers have more potential. Experts suggest that integration skills and practical impact matter more than titles, and a new 'human systems architect' role is emerging.

Anthropic launched a beta version of its Claude Tag feature for Enterprise and Team tiers, integrating its chat model into shared Slack channels. Users can invoke the AI by @Claude to delegate tasks, review outputs, and track context. This follows a $65B Series H funding round, valuing Anthropic at $965B, surpassing OpenAI's $852B. Internal data shows 34.4% enterprise adoption rate, ahead of OpenAI's 32.3%. The feature is built on Opus 4.8, supports asynchronous work, and includes ambient monitoring. While boosting productivity, it also introduces data exposure and governance challenges.

This page details how LibLS uses AI in its creation and maintenance. AI is never used for core concepts or IP, only for auxiliary tasks under human oversight.

The author, a new Substack writer, reflects on the AI writing debate, arguing that the central issue is not whether AI was used, but whether human judgment remains present in the writing process. He distinguishes between AI assistance and judgment outsourcing, emphasizing that true authorship requires intention, experience, and responsibility.

xAI's Grok Build 0.1 0616 scores 40 on the Artificial Analysis Intelligence Index, well above average. Output speed is 93.3 tokens/sec, and pricing is competitive at $1/M input and $2/M output tokens. It supports text and image input, has a 256k context window, and is a reasoning model.

Intelli is an AI-powered customer support platform native to WhatsApp, focusing on emerging markets. It offers multichannel integration across Instagram, Messenger, web chat, and email. Features include AI assistants trained on business data, local payment rails (M-Pesa, MoMo, Paystack, Flutterwave), broadcast campaigns, lead qualification, and a unified inbox with setup in about 15 minutes. As an official Meta Tech Provider, it serves 200+ businesses.

Generative AI has reshaped software development from line-by-line autocomplete to full application generation, multi-agent pipelines, and natural-language codebase interfaces. This article compares 16 top AI coding tools in 2026, including Atoms, GitHub Copilot, Tabnine, and more, highlighting the trend from single-function tools to consolidated platforms like Atoms. The recommendation is to match the tool to the task: agent platforms for idea-to-product, assistants for daily coding, and analysis tools for code quality.

Polygraph enables AI agents to see cross-repository and maintain session memory.

Workdir provides open-source Firecracker-based microVM sandboxes for AI agents, with boot times as fast as 38 ms. It features perpetual standby (zero-cost idle), transparent boot path disclosure, and a range of capabilities including browser desktops, persistent volumes, interactive terminals, and instant fork. Compared to alternatives like e2b, Modal, and Fly Machines, Workdir offers faster startup, lower idle cost, and full transparency. Self-hosting is encouraged via a single command, with the entire codebase open source under AGPL-3.0.

We asked Claude to open SearchZee in a browser, try some real searches, and tell us what it thought. Here's the report it gave. More teams are starting to treat AI agents like Claude as a kind of coworker for testing — not replacing a human QA process, but running alongside it.

UC San Diego's DFlash replaces autoregressive drafting with a lightweight block diffusion model for speculative decoding. It drafts whole token blocks in a single forward pass and conditions on target hidden features through KV injection. The paper reports up to 6.08x lossless speedup on Qwen3-8B, while NVIDIA reports up to 15x throughput on Blackwell at fixed interactivity. DFlash ships 20 checkpoints and supports SGLang, vLLM, and TensorRT-LLM.

Anthropic launched Claude Tag, a Slack-native agent that can be tagged for async tasks. Internal usage shows it merges 65% of product PRs. It's in beta for Enterprise and Team plans.

Oracle is cutting 21,000 jobs, incurring $1.8 billion in restructuring costs, a 481% increase from the prior year. The company aims to rebalance resources for its cloud and AI growth. Analysts highlight concerns over Oracle's reliance on unprofitable OpenAI and lower profit per employee. AI is now the leading reason cited for job cuts, especially in tech.

Cisco released AI Skill Scanner, a security tool for AI agent skills that detects prompt injection, data exfiltration, and malicious code patterns. It combines multiple engines such as static analysis, LLM evaluation, behavioral dataflow analysis, and provides CI/CD integration and pre-commit hooks.

Nashra is an all-in-one platform combining email newsletters, blogging, and landing pages, with AI-powered features to help creators convert followers into clients. Launched today on Product Hunt.

The article argues that AI agents are becoming the primary interface for products, surpassing traditional UIs. It discusses the evolution from MVPs to 'slop', the impact on data platforms like Snowflake and Databricks, and presents Hopsworks' strategy of staying as the data layer for agents.

OpenAI is scrambling to fix a flawed logging implementation in its Codex coding agent that has been shortening the lives of users' SSDs with excessive data writes, potentially costing millions of dollars in lost drive endurance.

OpenAI and Broadcom introduce Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale across AI systems.

In the June 23, 2026 daily AI report, agents are moving beyond chat interfaces into physical control. Anthropic taught a robot to walk 37x faster with Claude Opus 4.7; Nvidia launched a spatial reasoning framework; Tesla advanced modular data centers; Sakana AI introduced Fugu for multi-model orchestration. The control and safety layer is racing to catch up, while 'cognitive debt' warns of human skill atrophy.