- Big Data News Weekly
- Posts
- Audit your agent files 👨💻
Audit your agent files 👨💻
🦾Plus: Anthropic Built MHS to Operate Machines
In partnership with
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of GlucoFM model, Anthropic MHS, SDLC Platforms 👇
🛡️ Security Agents Need an Auditable Harness
👨💻Anthropic says code review cannot stay line-by-line
🧬GlucoFM: Foundation model for continuous glucose monitoring
⚠️ OpenAI Anthropic and 126 Giants Sign an Urgent Cyber Warning
💡 AI Tutorial:How to create a custom voice from a text prompt
🤖AI Tools and Data Tools to checkout
Coding agents' configurations have a half-life. Models improve, harnesses add capabilities, codebases change, and tasks evolve. Research shows that people are getting inconsistent value from personalized skills. Run Claude's /doctor every few weeks, review memory separately, and ask each instruction to earn its place again.
The New Rules of Online Visibility
Your customers are searching in places your strategy doesn’t reach.
So before your business is buried and left behind, you need to understand the new rules of SEO.
BELAY's SEO in the Age of AI report explains how search is changing, what AI means for your visibility, and the practical steps small businesses like yours can take to stay visible.
BELAY’s U.S.-based Marketing Assistants turn strategy into execution, helping your business stay visible, credible, and competitive in every search.
Agentic SDLC platforms are judged on what happens around the code, not just inside it. Five criteria shaped this ranking: Ask most AI development tools to do something, and they wait for a prompt. That works for a developer sitting at a keyboard. It does nothing for the bug filed at 2 am, the security finding that sat untriaged for a week, or the pull request comment nobody followed up on.
Andrew Ng recently released a security-focused version of OpenWorker, his open-source desktop agent. The update adds specialist agents for reviewing application code, auditing dependencies, and checking cloud configurations. Ng’s framing is that every agent has two parts. The model decides what to do, while the harness controls the tools, permissions, execution loop, and records around those decisions.
🚀 Dive into the World of Machine Learning System Design! 🌐How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 800 case studies from 100 companies that share practical ML use cases and learnings from designing ML systems.️
Their latest AI-native SDLC playbook argues that once agents write large chunks of code, the bottleneck moves to planning, testing, security, and deployment. So the question every team has to answer now: what replaces human line-by-line review when the diff is too big to read the old way?
Blood sugar data is messy. Glucose sensors track your levels every few minutes, all day, but the readings mix together two very different signals: your slow background baseline and sudden spikes after a meal. Previous AI models just threw all of that into one stream and hoped for the best. GlucoFM fixes that with a smarter approach. It uses two separate processing lanes, one for slow trends, one for short bursts, so the model actually understands what is happening instead of guessing.
Never worry about roaming again
Stay connected on every trip with Saily eSIM plans. From beach vacations to business travel, access data in 200+ destinations.
VIP perks available.
Activate instantly upon arrival.
Download SAILY in your app store and use code newsletter15 at checkout to get an exclusive 15% off your first purchase.
Chat support available 24/7. Get a full refund if your device isn’t eSIM compatible.
👨💻 Data Tools, Libraries
DeepSeek Harness is now in developer preview, with source code included. Every capability is a plugin that can be swapped or recomposed.
Foreman (GitHub Repo)
Foreman is an eve software factory that puts AI agents on every stage of the development loop and keeps people on the judgment calls.
AI News:
Anthropic would like its models to get out more. The lab unveiled the Model Hardware Standard, a spec meant to let AI agents operate physical machines rather than just browsers and spreadsheets. It is out as a research preview for now, and Anthropic says it plans to open source it later... which is one way to make your protocol the default.
Find the perfect marketing agency, for free.
Stop writing RFPs. Tell us your budget and needs, and our experts send back 3 or 4 agencies worth pitching. The no cost way to source the best agency, without lifting a fingers
Google has found the one workout you are already doing: sleeping. It announced a special-edition Fitbit Air that syncs with Pokémon Sleep, the 2023 game where resting on schedule builds your Snorlax's 'Drowsy Power' and lures more Pokémon. The band tracks movement, heart rate and cardio load by day, then sleep duration and quality overnight. Pokémon turns 30 this year.
The Pentagon retaliated against Anthropic for protected speech and violated its due process rights, according to the 59-page order a San Francisco federal judge issued yesterday evening. The order calls the measures imposed on the company illegal and baseless and says officials wanted to make a public example of it.
Cloudflare, CrowdStrike and Palo Alto Networks are the vendors expected to sell whatever spending this 128 name letter produces, and all three signed it. The document blames longstanding bugs and technical debt in legacy systems for the exposure, listing excessive permissions, weak authentication and unpatched software among the weaknesses it wants closed.
Google introducing Gemini Omni 1.1 Flash, a new suite of creative controls and generative video capabilities to support developers. Gemini Omni brought real-world reasoning to generative creation, and today’s updates make Omni 1.1 production-ready for professional use via the Gemini API in Google AI Studio.
Archie turns your expertise into on-brand social posts and carousels for every platform, in your voice. No more prompts or generic AI copy. Try it today!
AI Tutorial
How to create a custom voice from a text prompt
Go to the ElevenLabs website and sign in.
Go to the "Voices" section.
Click on "Create Voice" and select "Voice Design." (You can also pick the other options if you want to clone your voice or remix an existing one.)
Provide a detailed description of the voice, including age, accent, gender, style, etc.
Preview three AI-generated versions, choose your favorite, assign it a name, and save it. You can then go to "Text to Speech" to generate audio with your new voice.
*Note: You can check ElevenLabs' "Voice Design Prompt Guide" for help in creating the exact voice you want.
Jobs:
This week's Data & Analytics jobs: I have updated my curated list with fresh openings. Browse and apply in one click: jobs
Machine Learning Engineer – Hybrid – Boston
Lead Machine Learning Engineer – Texas
Senior Data Engineer – Analytics – Boston
Data scientist - NY
🔥Top AI tools to increase productivity:
Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)
Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow
VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn
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.
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 monumental hybrid digital masterpiece
Recommended reading:
SPONSOR US:
Get your product in front of Big Data & AI enthusiasts
😮 The Marketing Channel You've Probably Slept On:
Haven't tried newsletter sponsorships yet? You are missing out on a HUGE ROI+ customer acquisition channel. I know because dozens of advertisers keep coming back for more... Run a test campaign with us and see for yourself 👉 Get in touch today.
What did you think of today's email?Your feedback helps me create better emails for you! |