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- 🤖 Vibe Coding vs. Vibe Engineering
🤖 Vibe Coding vs. Vibe Engineering
🦾Plus: Microsoft Launched its Own AI Deployment Company
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of agent memory, RL environments, and major chip & policy shifts 👇
🧪The Top 10 LLM Evaluation Tools
🤖China Hits a Massive Milestone with Meituan’s LongCat-2.0
🧠Maximem: Give AI Agents Long-Term Memory
🔄Turn Any GitHub Repository Into an RL Environment
💽 Anthropic x Samsung Custom AI Chip?
💡 AI Tutorial:How to connect Zapier to Claude and automate anything.
🤖AI Tools and Data Tools to checkout
What is the difference between vibe coding and vibe engineering? Learn how modern software teams evolve from rapid experimentation to enterprise-grade systems without drowning in technical debt or sliding into technical bankruptcy…
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LLM evaluation tools help teams measure how a model performs across various tasks, including reasoning, summarization, retrieval, coding, and instruction-following. They analyze performance trends, detect hallucinations, validate outputs against ground truth, and benchmark improvements during fine-tuning or prompt engineering
Meituan, China's food delivery giant, just released LongCat-2.0, a 1.6-trillion parameter MoE coding model. But the real story is the hardware built inside. LongCat-2.0 is an open-source model featuring 33B to 56B active parameters and a massive 1-million token context window. It is already available on the site & OpenRouter, currently ranking in the top 3 globally by call volume.
Take your data science workflow to the next level with our curated collection of 600+ ChatGPT Prompts specifically designed for data science tasks. Whether you're working on data cleaning, analysis, model building, or AI-driven insights, these prompts will save you time and enhance your productivity!
Your agent worked perfectly in the demo. It answered questions, pulled the right context, called tools without a hitch. You deployed it. A week later, complaints start coming in. People start asking questions like: Maximem Synap solves that gap. It sits between your agent and its memory as the context management layer, deciding what to retain, how to keep it accurate as facts change, and what to surface at the right moment.
Coding agents are improving fast. The challenge is no longer just building better models. It's finding enough realistic environments to train and evaluate them. Most reinforcement learning environments are handcrafted, requiring researchers to manually create tasks, rewards, and evaluation logic. Repo2RLEnv takes a different approach: it turns existing GitHub repositories into RL environments.
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👨💻 Data Tools, Libraries
🤖 Cube on Databricks: The AI-Native BI Platform for Your Lakehouse. Join this webinar to discover how Cube on Databricks unifies business intelligence, embedded analytics, and AI applications - all working from a single source of truth. Reserve your spot
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Promptable is a library that enables users to build AI applications using LLMs, Embeddings providers, databases, and APIs
Whisper as a Service is a GUI and API for OpenAI Whisper. OpenAI Whisper is a general-purpose speech recognition model. A screenshot of the GUI is available in the repository.
AI News:
Following rumors back in April that Anthropic was exploring custom chips, it’s now in active discussions with Samsung to explore manufacturing its own AI chip. Anthropic hasn't decided what the chip's specific workload will be, how it will integrate into their server architecture, or what its performance specs will be. They officially stated that a diversified hardware stack will remain the foundation of their compute strategy.
Your Billing Process Is Slower Than You Think
Most SaaS finance teams underestimate how much billing lag is costing them.Most SaaS finance teams underestimate how much billing lag is costing them.
The Tabs Billing Lag Calculator benchmarks your process against top SaaS companies and puts a dollar figure on the gap — in two minutes.
Mira Murati's Thinking Machines Lab and Bridgewater published research testing top models on news filtering investment tasks, with a small custom AI trained on the fund's judgment outscoring every frontier model while costing far less. GPT, Claude, and Gemini variants averaged ~50% accuracy on six tasks, which included flagging emails, headlines, and reports of importance for an analyst.
Europe's top court sided with phone owners and locked in a €4.1 billion fine on Google. Europe's highest court upheld Google's €4.1 billion Android fine. Regulators traced the abuse to deals that forced Search and Chrome onto every Android phone shipped in Europe. Alphabet must now live under rules that stripped its own apps from the default position on those handsets.
Microsoft Frontier Company embeds engineers, consultants and salespeople straight into client operations under a banner it calls Frontier Transformation. Rodrigo Kede Lima runs it. Customers choose models from OpenAI, Anthropic, Microsoft or open source rather than commit to one vendor. Early clients include the London Stock Exchange, Unilever and Novo Nordisk
Mark Zuckerberg admitted Meta's AI agents aren't improving as quickly as the company expected. Meta cut about 10% of its workforce while reorganizing thousands of employees around AI agents. Zuckerberg told staff the restructuring was messy and that leaders misjudged how quickly AI would improve. He still expects Meta's AI push to pay off within the next three to six months.
While retail investors chase volatile tech stocks, institutions like BlackRock and KKR are quietly allocating billions to private credit—a market that's grown 19x since 2006 and now approaches $2 trillion globally.
Why? Private credit offers what traditional portfolios increasingly lack: consistent yield potential (Percent's marketplace delivered 14.9% average net returns in 2024), lower correlation to public markets, and shorter investment horizons averaging just 9 months.
With Percent, accredited investors can now access the same institutional-quality deals that were once exclusive to the ultra-wealthy. Start with as little as $500 and get up to $500 on your first investment. Invest like the smart money.
AI Tutorial
How to connect Zapier to Claude and automate anything.
Open Zapier MCP, sign in & create a new MCP server.
Choose Claude as your AI client.
Add the apps you want Claude to use.
Pick the actions Claude can take.
Copy your MCP server URL.
Open Claude and go to Settings.
Open Connectors or Integrations.
Paste your Zapier MCP link.
Authorise your Zapier account.
Tell Claude what you want in plain English.
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🔥Top AI tools to increase productivity:
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.
Creally is the AI platform for creator partnerships. Agents handle discovery, personalized outreach, follow-ups, and negotiations end-to-end
Planable is where posts get created, reviewed, and approved before anything goes live.
Thor.ai captures the blockers, decisions, and commitments that never make it into your tools — straight from Slack threads and meetings
AirRankPilot helps local businesses get discovered by Google and AI tools like ChatGPT and Perplexity
InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.
CCPayment is a cryptocurrency payment platform allowing merchants to accept and payouts
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
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 A surreal, abandoned futuristic seashell city!
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