Agentic autonomy levels 🤖

🦾Plus: 🚫 Anthropic's Claude Code Banned Across Alibaba

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Hey folks! Let’s get into Big Data and AI craziness…

In today's edition: Here is roundup of Field Guide to Fable + auto-job-apply agents, and major security & hardware shifts 👇

  • 📘A Field Guide to Fable: Finding Your Unknowns

  • 🤖Top 30 Agentic IDEs For Programmers in 2026

  • 🧰Open-source tool uses Claude to auto-apply for jobs

  • 🛠️Agentic coding config from scratch (by Ex-Meta Principal)

  • 📱 Lenovo launches $44 AI phone for students

  • 💡 AI Tutorial:Create Custom Sound Effects with AI in Seconds

  • 🤖AI Tools and Data Tools to checkout

Users need to spend more time defining unknowns to prevent long-horizon tasks from coming back wrong. Claude can be used to help define these unknowns through explainers, brainstorms, interviews, prototypes, and references. Doing this is a cheap way to fix problems before they get expensive. This post shows readers how to use Claude to help find their unknowns.

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An Integrated Development Environment (IDE) is a software suite that provides programmers with the tools needed to develop applications efficiently. IDEs typically include features like debuggers and compilers, simplifying the coding process by bringing all essential development components into one platform.

Low autonomy limits risk and increases reversibility. Higher autonomy is better for explicit activities, as well as for fleets of parallel agents refactoring massive codebases. The edge of the frontier is the manager agent that delegates to helpers while continuously verifying their output, and only returning with the decisions that must be made by a human. This setup can be used to run hundreds or thousands of agents.

This 250+ LLM Benchmarks & Evaluation Datasets collection brings together the most comprehensive set of publicly available benchmarks to help you measure and improve language model performance across multiple capabilities. Perfect for AI engineers, ML researchers, data scientists, developers, and GenAI teams.

Someone built a Claude agent to apply for jobs. And then open-sourced it. Meet ai-job-search, built by Mads Lorentzen, a PhD geophysicist who automated his own job hunt. The idea is simple: you fill in your background once, point it at a job posting, and it handles everything.

In this tutorial, you will learn how to set up a completely reproducible "agentic engineering" development environment from scratch. By using Nix and tools like Nix Darwin and Home Manager, they'll be able to write configuration files that can set up a system consistently every time, starting from a freshly installed Mac.

Two Minutes to Know What Slow Billing Is Costing You

Most SaaS finance teams know their billing process is slow.Most SaaS finance teams know their billing process is slow. Few know what it's costing them.

The Tabs Billing Lag Calculator puts a dollar figure on it in two minutes — benchmarked against top SaaS companies.

👨‍💻 Data Tools, Libraries

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The Center for U.S. Voters Abroad Turnout Project is on a mission to empower American voters living, serving, or working abroad to participate in US elections. Request your 2026 ballot.

OTF
An open source alternative to terraform enterprise.

kysely
A type-safe typescript SQL query builder.

GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3.

AI News:

The company is also launching Meta Compute, a cloud infrastructure business selling access to its AI data center capacity, marking a push beyond advertising into enterprise AI services. The company is also launching Meta Compute, a cloud infrastructure business aimed at selling access to its AI data center capacity

The brief everyone in tech reads

TLDR is the free daily brief that 7M+ engineers, founders, and operators actually read. Curated by ex-Google and Anthropic engineers. The most interesting stories in tech, summarized in 5 minutes.

Lenovo just reportedly launched its AI Student Phone in China, a new 299-yuan (~$44 USD) device stripped down with only basic functionalities like calling, parental tracking, and a dedicated AI button to enlist for homework help. The device features a screen smaller than a credit card that kids can write on by hand, tough glass for durability, and a lanyard for a backpack attachment.

Alibaba is banning Claude Code from its employees effective from July 10 over a hidden backdoor that flags China users. Alibaba pulled Claude Code from its offices and moved staff to its in-house tool, Qoder. Researchers say the tool checked timezones and proxy data against a hidden list of Chinese labs. Anthropic says the feature was a March experiment to stop account abuse, not surveillance.

World's four leading AI CEOs asked Congress to control DNA sales before AI outpaces guardrails. Sam Altman, Dario Amodei, Demis Hassabis and Mustafa Suleyman co-signed the letter to U.S. lawmakers. It was signed by more than 50 figures across AI, biotech, national security and academia, including Nobel laureates.

Amazon Leo now has enough satellites in orbit to begin serving customers. The constellation now has more than 390 satellites. Amazon began offering an enterprise preview for select businesses last year. Its commercial service will likely initially be limited to users in certain geographic regions.

AI Tutorial

Create Custom Sound Effects with AI in Seconds

  1. Go to Eleven Labs and sign up for free

  2. Select "Sound Effects" from the menu on the left.

  3. Describe the sound effect you want to create in the prompt box, then press Enter or click the send icon and wait a few seconds.

  4. You'll get four different sound effects.

  5. Download the sound effects and use them in your videos, podcasts, games, presentations, or any other creative projects.

Did you know US citizens who live abroad can vote in the upcoming 2026 midterm elections by absentee ballot? The Center for U.S. Voters Abroad Turnout Project is on a mission to empower American voters living, serving, or working abroad to participate in US elections.

🔥Top AI tools to increase productivity: 

  1. Siteimprove.ai built an AEO Checker so you don't have to wait to find out. Run your domain to learn which AI search engines can find and cite you.

  2. Creally is the AI platform for creator partnerships. Agents handle discovery, personalized outreach, follow-ups, and negotiations end-to-end

  3. Planable is where posts get created, reviewed, and approved before anything goes live.

  4. Thor.ai captures the blockers, decisions, and commitments that never make it into your tools — straight from Slack threads and meetings

  5. AirRankPilot helps local businesses get discovered by Google and AI tools like ChatGPT and Perplexity

  6. InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.

  7. CCPayment is a cryptocurrency payment platform allowing merchants to accept and payouts

  8. HuePress is a SaaS platform providing therapy-grade, high-quality printable coloring pages

View our database of all the best AI tools for your needs: aitoolsup.com

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