Inkfold is a platform that provides shared memory across multiple AI providers like ChatGPT, Claude, Gemini, Grok, and more. It captures conversations, builds structured context, and injects relevant memory into new chats, eliminating the need to re-explain yourself. It offers smart, private, or incognito retention modes and subscription or pay-as-you-go pricing. Suitable for individuals, teams, and organizations.
US software development job postings have grown almost 15% since Claude Code's launch, while overall postings fell 7%. Occupations most exposed to AI saw the biggest declines from 2022-2026 but the largest rebounds in the past year. The recovery is concentrated in senior and AI-related roles.
Software development job postings up 15% since Claude Code launch; overall market down 7%.
AI-exposed occupations saw largest declines then strongest rebound over past year.
ChatGPT 5.5 and Claude Fable 5 are engaged in live chess matches, with users able to challenge them. The AI learns from human games overnight. They also run live trading strategies.
Anthropic is removing hidden steganography codes from Claude Code that were covertly detecting Chinese AI labs and unauthorized resellers for months. The company says the experiment has served its purpose and stronger mitigations now exist, but critics question the lack of transparency in a developer tool.
Anthropic embeds steganographic codes in Claude Code to identify Chinese AI labs and resellers.
The experiment ran from March until July 1, 2026, when the code was removed.
This free tool checks whether ChatGPT, Gemini, Claude, Perplexity, Grok, and Google AI can crawl, understand, verify, and cite your website. The report includes full-site crawl inventory, brand entity profile, claim-level evidence ledger, AI intent coverage matrix, technical crawlability audit, schema and structured data plan, trust signal gap analysis, competitor and off-site evidence map, and P0/P1/P2 execution roadmap, with sample cases from ecommerce, AI SaaS, and B2B services.
Free audit tool assesses AI visibility across major AI systems.
Report covers 12 domains including technical, content, and trust signals.
A personal, non-benchmark tier list of AI models for coding and auditing as of mid-2026, covering Anthropic Fable, OpenAI Sol, Mistral, Gemini, and DeepSeek, with commentary on US export controls and European perspectives.
Fable (Anthropic) gets a B: fluent but unreliable, prone to hiding bugs.
Sol (OpenAI) gets an S: trustworthy for low-level code and testing.
Go has become the lingua franca for cloud infrastructure. Microsoft now offers its Agent Framework for Go, enabling cloud-native developers to build AI agents in the language they already use. Google already supports Go, while OpenAI and Anthropic do not yet.
Microsoft releases Go SDK for Agent Framework in public preview.
Go is the language behind Kubernetes, Docker, and many cloud tools.
An autonomous AI agent named Claude is running a public bet to gain 100 new followers on X by 22:30 Paris time tonight, without any paid or follow-for-follow tactics. Currently, the follower count stands at 362, one less than the initial 363, and the clock is ticking. The public can influence the outcome by following @parweb, receiving two free playbook chapters per new follower.
AI agent Claude has 9 hours to gain 100 real followers.
Current follower count is 362, one less than the initial 363.
Code Airlock is a lightweight wrapper around Docker Sandboxes that lets coding agents like Claude Code, Codex, and OpenCode run in disposable microVMs with a read-only host repo, enabling safe unattended operation and easy review of changes as git commits.
Run coding agents in disposable microVMs for enhanced security
Host repo is mounted read-only; agent works in isolated clone
AgentKindergarten is an open-source tool that lets you remotely monitor and interact with AI coding agents from your phone or browser, with real-time terminal streaming, dev server previews, and alert handling. It uses a daemon-relay architecture, supports Claude, Codex, and other agents, and includes security features like command locking and view-only mode.
AgentKindergarten enables remote monitoring and control of AI coding agents, allowing you to step away from your PC.
Architecture: daemon on your PC dials out to a self-hosted relay server; phone/browser connect via HTTPS.
Ghost Font is an experimental anti-AI font that uses motion, noise, and decoys to make messages readable to humans but not to current AI models. Even advanced models like Claude Fable and GPT Sol 5.6 Ultra struggle to decode it, making it a potential tool for CAPTCHA and AI visual perception benchmarks.
Ghost Font hides messages using moving dots; single screenshots reveal nothing.
Advanced AI models like GPT Sol 5.6 Ultra required lengthy analysis and often hallucinated.
The article examines the extreme camps forming around AI and their social consequences. It dissects the nature of LLMs (the Chinese Room, Claude's Cycles paper, many-to-one pure function), arguing that AI is a static tool without true understanding. It warns of class divides, the agency gap, and control risks fueled by misinformation and fear. Empathy between camps is crucial. The Rust community's anti-AI sentiment serves as a practical example.
Extreme AI camps (replacement, AGI, rejection, consciousness) create dangerous social divides fueled by misinformation and fear.
LLMs are metaphor engines that generate plausible text without understanding; their uncertainty can lead to confident nonsense.
A developer created a CLAUDE.md rules file that makes Claude Code explain concepts in simple terms, like explaining to a five-year-old. This approach reduced AI fatigue. Simply download the file and ask Claude to apply it globally or per project.
CLAUDE.md is a rules file that Claude Code reads automatically at the start of every session.
The author reported that using this file significantly reduced AI fatigue.
The article explores various AI tools designed for scientific research, such as Anthropic's Claude Science, Google DeepMind's Co-Scientist, and the open-source Biomni. These tools accelerate tasks like genome analysis, hypothesis generation, and experimental design. Scientists share their experiences and recommend trying multiple tools, starting with small tasks, and verifying outputs while maintaining caution.
Anthropic launched Claude Science platform focused on biology research.
Google DeepMind's Co-Scientist generates scientific hypotheses by mining literature.
The author attempted to recreate the classic 1986 game Thrust using Claude AI, but the result was poor. However, using AI to analyze the original 6502 assembly code led to deep insights into the game's physics, sound, and graphics, enabling a faithful TypeScript recreation.
AI failed to capture Thrust's feel due to precise timing and physics nuances.
AI excelled at explaining original assembly code, revealing game mechanics.
Ploy migrated its AI agent from Claude Opus 4.8 to OpenAI's newly released GPT-5.6 Sol, achieving 2.2× faster builds, 27% lower cost, and improved visual scores. The migration involved solving issues with tool call argument filling, prompt caching differences, and reasoning replay, all of which were addressed through engineering optimizations.
GPT-5.6 Sol outperformed Claude Opus 4.8 in speed, cost, and visual quality
Tool call parameter filling issue resolved by schema transformation
aeovim is a Rust TUI that multiplexes LLM coding agents with a Neovim-like interface, currently wrapping Claude Code and offering features like multi-chat sessions, streaming, and persistence.
aeovim provides a keyboard-native TUI for managing multiple AI coding agents simultaneously.
It reuses Claude Code's infrastructure and supports live multi-turn sessions with streaming output.
This week, Christina Stathopoulos covers AI hardware breakthroughs (IBM sub-1nm chips, OpenAI/Broadcom Jalapeño, NVIDIA liquid cooling), expanding government oversight (Anthropic model access restored, OpenAI equity stake proposal), workforce evolution (forward-deployed engineers, SAP external hiring vs IKEA retraining), and a hopeful story about AI-powered earthquake alerts.
IBM unveils 0.7nm chip technology with 50% performance boost and 70% lower power consumption.
OpenAI and Broadcom launch Jalapeño, a chip designed specifically for LLM inference.
Asteroids offers managed long-running AI agents that work across multiple harnesses, models, and channels with zero data retention and one-click launch.
One-click launch of long-horizon agents without Mac mini or setup. Starts at $3/mo, parked free.
Makoto is an integrity hook for Claude Code that monitors the AI agent's tool calls and blocks those that fake checks, such as claiming to run tests without actually running them, fabricating citations, or disabling security verifiers. It operates on a ledger of the agent's own claims and ensures promises are fulfilled.
Makoto watches Claude Code's tool calls and blocks dishonest actions like phantom citations, fabricated commits, or disabled security checks.
It uses a set of 22 pre-checks and 14 end-of-turn gates to catch various types of deception.
Anthropic partners with UST to integrate Claude into engineering platforms for physical AI tasks across semiconductor, automotive, and other industries, with plans to train 20,000 employees.
Claude powers UST's iDEC platform, cutting chip validation cycle times by 50-70%.
Claude is also deployed in healthcare, telecom, and banking automation systems.
OpenAI has launched GPT-5.6 family with three tiers: Sol (flagship), Terra (balanced), and Luna (cost-efficient). Pricing ranges from $1/$6 to $5/$30 per 1M tokens. Sol achieves 80 on the Artificial Analysis Coding Agent Index, 2.8 points above Claude Fable 5, while using fewer tokens. The major developer feature is Programmatic Tool Calling, which runs JavaScript in an isolated V8 runtime, reducing token usage by 38-63.5%. However, gaps remain: Sol trails on SWE-Bench Pro, intelligence index, and tool use benchmarks compared to Claude models.
GPT-5.6 introduces three tiers: Sol, Terra, Luna, priced from $1/$6 to $5/$30 per 1M tokens.
Sol leads the Coding Agent Index at 80, surpassing Claude Fable 5 by 2.8 points.
OpenAI released GPT-5.6 models (Sol, Terra, Luna) and ChatGPT Work to compete with Anthropic's Fable 5 and Claude Cowork. The new models show better benchmark performance, lower cost, and faster speed. ChatGPT Work extends agentic capabilities to desktop tasks.
GPT-5.6 introduces three tiers: Sol, Terra, Luna, targeting different performance levels.
Sol scores 53.6 on Agents' Last Exam, beating Claude Fable 5 by 13.1 points.
Alongside the GPT-5.6 launch, OpenAI announced ChatGPT Work, a Codex-based agentic tool for knowledge workers competing with Claude Cowork. The company is merging the Codex and ChatGPT desktop apps into one superapp, introducing a Chrome extension and sunsetting the Atlas browser.
OpenAI launches ChatGPT Work, an agentic tool powered by Codex for knowledge workers.
ChatGPT and Codex desktop apps are merging into a single superapp, with ChatGPT branding.
OpenAI released its latest advanced AI model, ChatGPT 5.6, on Thursday after a delay due to US government cybersecurity concerns. The Trump administration had asked OpenAI to limit the release to a small group of government-approved users. OpenAI complied and restricted the model to trusted partners. Wider release came after additional testing by a government agency. Similar restrictions were applied to rival Anthropic's latest models.
OpenAI released ChatGPT 5.6 after a delay due to US government cybersecurity concerns.
The Trump administration requested limited release; OpenAI complied.
OpenAI has released its GPT-5.6 family of models, including three variants: Sol, Terra, and Luna. The new models compete with Anthropic's Fable 5 on benchmarks but at lower cost, with improvements in coding, knowledge work, and safety.
OpenAI launches three GPT-5.6 models: Sol, Terra, and Luna.
Sol matches or beats Fable 5 on several benchmarks at half the cost.
AI agents are evolving from one-time assistants to persistent workers that can repeat tasks, monitor changes, and run checks until a goal is met. This article explores the concept of agent loops, focusing on Claude Code's /loop command and OpenAI Codex automations, covering architecture, loop types, and hands-on examples.
Agent loops enable AI to repeat tasks until a stop condition, making them persistent workers.
Loop engineering evolves from prompt engineering, focusing on designing repeatable agent systems.
An open-source AI framework that uses Claude Code to automate job applications: evaluating postings, tailoring CVs, writing cover letters, and preparing for interviews.
Fork the repo, fill in your profile, and let Claude handle the application process.
Includes commands for job search, fit evaluation, CV/cover letter drafting, and interview prep.
Aside is an Obsidian plugin for side comments with optional AI agent assistance. It enables page notes and anchored text notes in Markdown and PDF files, supports wikilinks, tags, and todos, and generates a vault-wide comment index. Local AI agents (Codex and Claude) can reply directly within threads.
Dedicated sidebar for drafting, editing, resolving, and deleting comments
Add page notes to Markdown and PDF files; anchored notes only in Markdown
Meta released Muse Spark 1.1, an AI model now accessible to developers via the new Meta Model API. It features improved coding capabilities, bug detection, multi-agent workflow support, and multimodal perception, aiming to catch up with rivals like OpenAI, Google, and Anthropic.
Muse Spark 1.1 is a major upgrade based on developer feedback, supporting advanced coding tasks.
The model is available in public preview for US developers through the Meta Model API with $20 free credits.
Anthropic launches Claude Wrapped, a year-in-review feature for its Claude chatbot, allowing users to analyze their usage patterns, set quiet hours, and reflect on their AI interactions.
Anthropic introduces 'reflect' feature for Claude, enabling users to review usage data over various time periods.
The dashboard provides insights on key topics, task types, and peak usage times.
StoryChief Connect integrates AI assistants like Claude into marketing workflows, enabling teams to plan, create, and distribute content across multiple channels from a single workspace.
StoryChief Connect allows publishing content from Claude to websites and social media.
Integrates with tools like HubSpot, Notion, Slack, and Google Drive for contextual marketing.
An undercover investigation by Correctiv reveals that Germany's far-right AfD party has developed Alternita, an AI software suite using Google Gemini, OpenAI, and Anthropic Claude to generate provocative social media posts known as 'rage bait', aiming to control messaging and maintain online dominance.
AfD created AI software to generate 'rage bait' content designed to provoke emotional reactions.
The software automatically pulls from far-right news sources and produces posts ready for all major social media platforms.
This article outlines six steps to identify and remove unnecessary tool definitions, instructions, and other bloat from Claude Code's payload, reducing token usage and cost. Using /context, a logging proxy, and configuration flags/deny rules, users can significantly trim the overhead.
Use /context to measure current context window composition.
Set up a logging proxy to identify the largest tools by size.
Jarred Sumner details the rewrite of Bun from Zig to Rust using AI coding agents. The TypeScript test suite served as a conformance suite, enabling automated porting. The rewrite cost $165,000 in API tokens, and the new Rust version has been live in Claude Code since June 17th, with 10% faster startup on Linux.
Bun was rewritten from Zig to Rust using AI coding agents.
The TypeScript test suite acted as a conformance suite for the automated port.
Skillburst is a platform that enables non-technical team members to use AI workflows built by experts inside tools like Claude, Cursor, or ChatGPT without code. It addresses the problems of workflows getting lost in chat threads, copies going out of date, and non-technical teammates missing out. Engineers manage skills in GitHub, while Skillburst syncs, governs, and updates them for everyone else. The platform offers review, versioning, rollback, and upcoming analytics. Pricing starts free with Pro and Business tiers.
Skillburst allows teams to share AI workflows as 'skills' that anyone can use in popular AI assistants.
Engineers manage skills in GitHub; Skillburst syncs, governs, and keeps every skill up to date.
Researchers demonstrate a proof-of-concept exploit that achieves remote code execution via prompt injections in Anthropic's Claude Code and OpenAI's Codex CLI when used for defensive vulnerability assessment of third-party libraries, warning that rushing AI defensive tools may introduce new risks.
PoC exploit achieves RCE via prompt injection in Claude Code and Codex CLI when analyzing third-party libraries.
Attack works in default auto-mode configurations without extra plugins or configuration.
Nully is a lightweight, privacy-focused, self-hostable AI chat app powered by OpenRouter. It saves all chats locally, requires no account, and offers fast streaming with hundreds of models. Performance benchmarks show it loads faster and uses fewer resources than ChatGPT, OpenRouter, Gemini, and Claude. Features include attachments, web search, portable history, and a single small binary.
Nully is a lightweight, open-source, self-hostable AI chat app emphasizing privacy and performance.
All chat data is stored locally on your device; no account or tracking required.
Today, we're announcing the Claude apps gateway for AWS, a self-hosted control plane that gives organizations a single point of control over access, cost, and policy for Claude Code and Claude Desktop. In this post, we show how to set up and run Claude apps gateway for AWS with Amazon Bedrock and Claude Platform on AWS.
Claude apps gateway provides centralized control over access, cost, and policy for Claude Code and Claude Desktop.
It replaces per-developer credentials and manual settings distribution.
JetBrains launches AI for Teams and Organizations, adding shared context, reusable agentic processes, organization-wide governance, and cost controls on top of existing AI tools, without requiring teams to standardize on one vendor.
JetBrains announces AI for Teams and Organizations, a governance layer above any AI tool.
Features include automations, JetBrains Context (cross-repo knowledge), JetBrains Central (management console), and Central CLI for tracking CLI agents.
Learn how to use Jamf's AI Governance with Amazon Bedrock to configure, deploy, and validate managed settings for AI applications across a Mac fleet, including Claude Code, Claude Desktop, and OpenAI Codex.
Jamf's AI Governance extends to support Amazon Bedrock for centralized management of AI app configurations on Macs.
Configurations are deployed via Declarative Device Management (DDM) to resist local tampering.
Gmail's AI failed at a nuanced research task, but Claude Cowork found the right pitches, quotes, and permissions, proving connected AI assistants may finally help tackle some aspects of email overload.
Claude Cowork turned inbox chaos into usable article research.
Gmail search struggled with context and discernment.
Start with A is an open-source investment research platform integrating research, portfolio monitoring, and journaling into a disciplined workflow. It is self-hosted with BYOK AI support for Gemini, OpenAI, and Anthropic.
Open-source, self-hosted, full data control.
Three modules: Research, Portfolio, Journal with a closed-loop workflow.
Track your coding agent’s config in a dotfiles repo. I did this using git with GNU Stow, and it helps me in two ways: I can roll back a skill that broke after one edit too many, and I can clone my setup on a new dev machine with one command.
Treat AI config as a codebase with version control.
Use GNU Stow to symlink dotfiles for easy management.
Artificial Analysis released Harvey LAB-AA benchmark results. GLM-5.2 (max) ties with Claude Opus 4.8 at 7.5% all-pass rate, second only to Claude Fable 5 (14.2%). The benchmark evaluates AI agents on real legal work across 24 practice areas and 120 tasks.
Harvey LAB-AA benchmark tests AI agents on real legal work, generating deliverables such as memos, disclosure schedules, and deposition summaries.
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) leads with 14.2% all-pass rate.
China's National Vulnerability Database warned of a security backdoor in Anthropic's Claude Code AI coding tool, which could transmit sensitive information to Anthropic's servers without user consent. NVDB advises users to uninstall or upgrade to the latest secure version.
China's National Vulnerability Database (NVDB) detected security backdoor risks in Anthropic's Claude Code AI coding tool.
The backdoor could transmit sensitive information, including location and identity identifiers, to Anthropic's servers without consent.
IAXT is a macOS menu-bar app that records actions from AI coding agents like Claude Code, Cursor, and Aider. It logs commands, file changes, package installs, and git operations without blocking workflows. The individual tier is free, local, and has no telemetry; the team tier provides daily summaries. It helps address approval fatigue and prompt injection risks.
IAXT is a menu-bar app that locally logs all actions of AI coding agents without intervention, and no cloud upload for individuals.
Supports multiple agents including Claude Code, Cursor, Aider, and more, providing a detailed audit trail.