Laptop on a rocky beach. Photo by Dean Pugh on Unsplash.

🔖 What's keeping me busy lately

Is an electronic signature legally binding in the Philippines?

Is an electronic signature legally binding in the Philippines? 

Yes, with carve-outs. E-signatures are legally acceptable in the Philippines, but there are cases where they may not be considered valid.

Ardee Aram (@ardeearam) on Substack

Ardee Aram (@ardeearam) on Substack 

What is Brahe? Is this the same as what you made before with your agentic law firm? Brahe is an AI-native Nordic law firm, based in Helsinki. It is not a legal tech company and it is not an experiment. It is a real law firm designed around AI from day one. Read more: https://www.artificiallawyer.com/2026/07/07/meet-brahe-the-new-ai-first-law-firm/

Ardee Aram (@ardeearam) on Substack

Ardee Aram (@ardeearam) on Substack 

May AI decide on a court case in the Philippines? The answer is a definitive no. According to the Supreme Court’s A.M. No 25-11-28-SC or the Governance Framework on the Use of Human-Centered Augmented Intelligence in the Judiciary (AI Governance Framework): Under no circumstance should AI tools or their output serve as the sole, primary or determinative basis of any adjudicatory outcome. Legal reasoning and final conclusions that determines the rights and duties of parties before courts or any Judiciary office must be independently formed by the human decision-maker. https://www.divinalaw.com/dose-of-law/may-ai-decide-on-a-court-case/ The full text of the AI Governance Framework can be found here: https://sc.judiciary.gov.ph/wp-content/uploads/2026/03/AM-NO-25-11-28-SC.pdf

Ardee Aram (@ardeearam) on Substack

Ardee Aram (@ardeearam) on Substack 

On VP Duterte Impeachment #001: “Kapag ang isang empleyado ay nagkamali sa paggamit ng pera ng kumpanya, siya ay pinagpapaliwanag. Kapag ang isang barangay treasurer [ay] hindi maipaliwanag ang nawawalang pondo, siya ay iniimbestigahan. Kapag ang isang principal ay naglustay ng pera ng bayan, kahit limang libo lang iyan, siya ay pinaparusahan. … Kung ang ordinaryong Pilipino ay pinapanagot, bakit hindi ang pinakapangyarihang opisyal ng pamahalaan?“ Watch the full opening statement of the prosecution here: https://www.youtube.com/watch?v=loi8W9xBR3c

Ardee Aram (@ardeearam) on Substack

Ardee Aram (@ardeearam) on Substack 

I wonder how Intellegal stacks up against existing solutions such as http://Anycase.ai and Legaldex. Worth watching closely. https://technology.inquirer.net/147567/intellegal-launches-verifiable-ai-legal-research-assistant-for-philippine-legal-professionals

Ardee Aram (@ardeearam) on Substack

Ardee Aram (@ardeearam) on Substack 

The "how" of software development is becoming commoditized and cheap. Knowing "how" to build software is quickly becoming zero value due to AI. The value is now on "why" we build software (as a solution to the specific needs of specific industries) and on "what" components need to be built as actual solutions to industry-specific problems. One cannot be a generic software engineer anymore in 2026. One needs to be a niche software engineer in a specific field with knowledge of the business domain (in my case, law) to retain value.

AI in 2026: The 3X Lawyer

AI in 2026: The 3X Lawyer 

Eric Xiyu Li revises his earlier "10X lawyer" thesis to "3X lawyer," arguing that while AI excels at overhead, drafting, and analysis, the limits of verifiable legal judgment and irreplaceable human trust mean current AI in law delivers roughly threefold productivity gains rather than the revolutionary leap seen in engineering.

The Token Cost Panic Is Wrong

The Token Cost Panic Is Wrong 

Ryan McClead argues that the legal industry's "token cost panic" doesn't hold up to actual math: even under worst-case assumptions (1,000x agentic token multiplier, no caching, doubled prices), AI compute costs remain a small fraction of deal fees, and the real reasons to optimize token usage are data minimization, output quality, latency, and environmental impact, not cost.

The rise of shadow AI

The rise of shadow AI 

As employees quietly deploy unauthorized AI tools to accelerate their workflows, organizations face a critical turning point where they must move past absolute bans and instead implement robust, proactive data governance to secure the new frontier of corporate intelligence.

Will Artificial Intelligence and Universal Basic Income remove social inequality?

Will Artificial Intelligence and Universal Basic Income remove social inequality? 

In this short video, Rickie Ho briefly predicts how social hierarchy and distinction remain in a world run by Universal Basic Income.

Guidelines for the use of AI systems in courts and tribunals

Guidelines for the use of AI systems in courts and tribunals 

UNESCO's AI-in-courts guidelines are no longer abstract - with eCourt PH now live and mandatory, Philippine government lawyers have a stake in shaping the international benchmark their own system will be measured against.

Guidelines on Scraping Publicly Available Personal Data Issued by NPC | Quisumbing Torres

Guidelines on Scraping Publicly Available Personal Data Issued by NPC | Quisumbing Torres 

Under NPC Advisory No. 2026-01, the National Privacy Commission explicitly rules that publishing data on public social media channels does not constitute implied consent for web scraping, thereby mandating a valid lawful basis under the Data Privacy Act for all automated data extraction and downstream AI training operations.

We're Right About AI's Risks. We're Wrong About What That Means for the Legal Market | LinkedIn

We're Right About AI's Risks. We're Wrong About What That Means for the Legal Market | LinkedIn 

In his analysis, Robert Plotkin argues that generative AI will displace the mass market for commoditized legal labor, drawing a historical parallel to how the Industrial Revolution phased out mass-market human tailors while leaving only elite, bespoke artisans who provide highly customized, high-end strategy.

House OKs anti-fake news, troll farms bill on 3rd reading

House OKs anti-fake news, troll farms bill on 3rd reading 

House Bill No. 9465, or the Digital Media Anti-False Information Act, has passed its final reading to combat organized digital deception and foreign-backed influence operations by penalizing coordinated inauthentic networks and undisclosed AI-generated synthetic media while safeguarding political expression and journalism.

Landmark German ruling declares Google's AI Overviews are Google's own words and makes it liable for false answers

Landmark German ruling declares Google's AI Overviews are Google's own words and makes it liable for false answers 

According to the article by Matthias Bastian, a German regional court has set a major legal precedent by ruling that Google is directly liable for false answers generated by its AI Overviews, rejecting the platform's defense that users bear the responsibility to fact-check synthesized content.

Fake news peddlers beware: House advances proposed Digital Media Anti-False Information Act

Fake news peddlers beware: House advances proposed Digital Media Anti-False Information Act 

House passes anti-fake news bill on 2nd reading. Six to 12 years jail, up to P2M fines. Expressly exempts satire, opinion, and journalism.

JurisAI — AI-Powered Legal Research for Philippine Lawyers

JurisAI — AI-Powered Legal Research for Philippine Lawyers 

JurisAI is a Philippine-built AI legal research tool for law students and lawyers, grounded in SC E-Library jurisprudence with anti-hallucination citation validation.

NetDocuments Unveils Legal Context Graph to Map Legal Knowledge, Alongside A ‘Reimagined’ Platform

NetDocuments Unveils Legal Context Graph to Map Legal Knowledge, Alongside A ‘Reimagined’ Platform 

NetDocuments launches the first "Legal Context Graph", defined as an AI infrastructure that maps relationships across all matters, docs, and people in a firm's repository.

Taylor Swift files trademark applications to protect her voice and image from AI | CNN Business

Taylor Swift files trademark applications to protect her voice and image from AI | CNN Business 

Taylor Swift filed USPTO trademark applications for two voice clips and an image, testing whether sound marks can close the AI content gap that copyright law cannot cover.

Clio Launches EDGAR-Based Corporate Research Tool

Clio Launches EDGAR-Based Corporate Research Tool 

Clio's Vincent AI can now search 30+ years of SEC EDGAR filings using natural language, surfacing risk factors, financial metrics, and drafting precedents for transactional lawyers.

Sullivan & Cromwell Apologizes to Judge for AI Hallucinations

Sullivan & Cromwell Apologizes to Judge for AI Hallucinations 

A Sullivan & Cromwell lawyer apologized to a bankruptcy judge for filing documents with incorrect case citations caused by artificial intelligence.

Legal billing and compliance

Legal billing and compliance 

Aderant's iTimekeep now uses AI to auto-capture work and generate ready-to-review time entries, shifting lawyers from creators to reviewers of their own billable hours.

Beyond the Hype: The Legal AI Tools Law Firms Are Really Using Today

Beyond the Hype: The Legal AI Tools Law Firms Are Really Using Today 

Law firms cut contract review times 60% with AI tools already in their workflows. Spellbook, Kira, Lexis+ AI lead adoption across practice areas.

SC Issues Guidelines for Judiciary’s Use of Artificial Intelligence

SC Issues Guidelines for Judiciary’s Use of Artificial Intelligence 

The Philippine SC issued AI guidelines for the judiciary (A.M. No. 25-11-28-SC): AI cannot be the sole basis for any ruling, and all users must disclose the tool, version, and oversight applied.

Can an AI-generated lawyer appear and litigate before Philippine courts?

Can an AI-generated lawyer appear and litigate before Philippine courts? 

The Manila Times examines whether AI lawyers can practice before Philippine courts, and the answer is no. AI cannot meet the Bar's citizenship, age, and character requirements.

Anthropic Targets Lawyers With Claude For Word

Anthropic Targets Lawyers With Claude For Word 

Anthropic released Claude for Word targeting legal contract review. It reads multi-level legal numbering, preserves document formatting, and lands every edit as Word's native tracked changes Artificial Lawyer. The question for legal-tech engineers: how do you compete when the foundation model provider builds directly into the workflow tool lawyers already use?

We Built an AI System to Find Unlawful Prison Sentences. It’s Already Getting People Out.

We Built an AI System to Find Unlawful Prison Sentences. It’s Already Getting People Out. 

Justice Audit analyzes prison data, flags sentences that exceed statutory limits, and hands the cases to lawyers who know what to do with them. That is the full stack of what legal tech is supposed to do.

ardeearam/jira-rest-claude-code-skill: A Claude Code Skill that can be used to access JIRA via the REST API.

ardeearam/jira-rest-claude-code-skill: A Claude Code Skill that can be used to access JIRA via the REST API. 

Still learning the ropes of Claude Code skills, so I started with something small: a Jira REST skill, stdlib only, no MCP server needed. The Jira part is almost beside the point. What I'm really exploring is the pattern -- giving Claude Code structured, credentialed access to external context so it can operate the way engineers actually work. Early days, but the direction feels right.

AI in Legal Workflows Raises a Hard Question: Who Owns the Risk? | Law.com

AI in Legal Workflows Raises a Hard Question: Who Owns the Risk? | Law.com 

AI capability is only half the story in legal. The harder question: Who owns the risk when an agentic workflow mishandles privileged information, introduces bias, or compromises evidence? In legal environments, accountability doesn't transfer to the vendor; it stays with the organization. This is why governance frameworks matter more than raw automation speed.

NetDocuments Reveals Smart Answers and New Integrations

NetDocuments Reveals Smart Answers and New Integrations 

NetDocuments now lets lawyers query their firm's own document history in plain language -- with citations -- while Claude and other AI models connect directly into that content via MCP. The DMS is no longer a filing cabinet; it is becoming the intelligence layer that every other legal tool has to route through.

Property Technology in the Philippines: Trends and Insights | Housinginteractive Blog

Property Technology in the Philippines: Trends and Insights | Housinginteractive Blog 

Tech alone isn't enough in Philippine real estate. The winning formula still needs a licensed broker who understands both the platform and the people.

Claude's Biggest Update Just Dropped... (Computer Use)

Claude's Biggest Update Just Dropped... (Computer Use) 

Computer Use outside code. This is coming to legal tech. Autonomous workflows for document review, contracts, due diligence. Not if, but when.

9 AI Skills You MUST Have to Get Ahead of 99% of People

9 AI Skills You MUST Have to Get Ahead of 99% of People 

For legal-tech work, especially, you can't NOT know this stuff.

First look at using Atlassian MCP server with Cursor : r/cursor

First look at using Atlassian MCP server with Cursor : r/cursor 

Imagine what AI can do once it can tap into the vast Confluence knowledge base of your law firm. Documentation, precedents, and case history all accessible to your AI agent in real time.

My Journey to Agentic Software Development: Teaching an Old Dog New Tricks | Ardee Aram dot DEV

My Journey to Agentic Software Development: Teaching an Old Dog New Tricks | Ardee Aram dot DEV 

I went from asking simple coding advice from ChatGPT and Gemini to giving Cursor the keys to my AWS account.

KlaudSol Quizzers

KlaudSol Quizzers 

A serverless, Rails-based, Agentic dev POC.

Why Your Tests Matter More Than Ever in the AI-Augmented Era | LinkedIn

Why Your Tests Matter More Than Ever in the AI-Augmented Era | LinkedIn 

In legal document processing, a missed edge case isn't a bug report. It's a malpractice risk.

Claude cycles - Donald Knuth

Claude cycles - Donald Knuth 

" It seems that I’ll have to revise my opinions about “generative AI” one of these days." - Donald Knuth, 2026

Digital Pinoys Backs 'Makabayan' Bill to Repeal 12% Digital VAT; Cites Burden on Freelancers and Students | BitPinas

Digital Pinoys Backs 'Makabayan' Bill to Repeal 12% Digital VAT; Cites Burden on Freelancers and Students | BitPinas 

The 12% digital VAT is a silent tax on every Filipino legal-tech startup running on cloud infrastructure. A repeal changes the economics significantly for local builders.

Vietnam AI law takes effect, first in Southeast Asia

Vietnam AI law takes effect, first in Southeast Asia 

It's about time for the Philippines to follow suit.

AI, cyber threats could wipe out jobs—Aquino - Manila Standard

AI, cyber threats could wipe out jobs—Aquino - Manila Standard 

Kudos to Senator Bam Aquino for spending energy on pushing social protections against the rapid advancement of AI

Elon Wants AI to Skip Code and Spit Out Binaries. That’s Not Progress.

Elon Wants AI to Skip Code and Spit Out Binaries. That’s Not Progress. 

Skipping source code for AI-made binaries isn’t the future—it’s a rollback. Here’s why compilers exist, and why “stochastic compilation” doesn’t ship.

Notes on pending AI legislation — UP College of Law

Notes on pending AI legislation — UP College of Law 

"AI has transformed from an interesting tech toy to something that merits a serious policy discussion"

AI and the law in the Philippines

AI and the law in the Philippines 

What is the state of AI and the law in the Philippines?

How Vibe Coding Is Killing Open Source

How Vibe Coding Is Killing Open Source 

Does vibe coding risk destroying the Open Source ecosystem? According to a pre-print paper by a number of high-profile researchers, this might indeed be the case based on observed patterns and some…

S3 Glacier Instant Retrieval

S3 Glacier Instant Retrieval 

You have to love this. Save up to 68% on storage costs compared to using the Standard-IA storage class, when your data is accessed once per quarter. S3 Glacier Instant Retrieva allows milliseconds access as the S3 Standard and S3 Standard-IA storage classes.

Browser Extension Instructions

Browser Extension Instructions 

Here you can learn how to bring the best out of ScreenClip’s Browser Extension.

Is the 8% Income Tax Rate Option Right for Me?

Is the 8% Income Tax Rate Option Right for Me? 

TLDR: Go with 8% if you are a professional or a solopreneur earning less than P3M per year.

Ruby 4.0.0 Released | Ruby

Ruby 4.0.0 Released | Ruby 

I'm a bit behind. Ruby 4.0.0 is here.

Tailwind just laid off 75% of the people on their engineering team "because of the brutal impact AI has had on our business." : r/webdev

Tailwind just laid off 75% of the people on their engineering team "because of the brutal impact AI has had on our business." : r/webdev 

AI is coming for our jobs.

AI Trends In Accounting In 2026: Revealing Workflows and Job Risks Ahead?

AI Trends In Accounting In 2026: Revealing Workflows and Job Risks Ahead? 

Will AI replace accountants? Short answer: no. Long answer: probably never completely.

PDFgear - Free PDF Editor Software & Online tools

PDFgear - Free PDF Editor Software & Online tools 

Create, edit, and fill out PDF documents without hurting your wallet. 🤑

RDO Finder

RDO Finder 

If you don't know where your current RDO is, you can just use BIR Revie. It will save you time, frustration, and gas. 😀

BIR Removes Mayor’s Permit as a Requirement for Business Registration

BIR Removes Mayor’s Permit as a Requirement for Business Registration 

The Bureau of Internal Revenue (BIR) released Revenue Memorandum Circular (RMC) No. 57-2020 removing Mayor’s Permit* (MP) as one of the mandatory requirements for registering a business with the agency.

Bookkeeping Basics 4: QuickBooks Online • All new for 2025! | Udemy

Bookkeeping Basics 4: QuickBooks Online • All new for 2025! | Udemy 

2026: New Year, New Skill. Upskilling by learning bookkeeping and QuickBooks Online.

Ruby on Rails on X: "Happy 30th anniversary to Ruby, the language that made @Rails possible, and continues to inspire developers and contributors around the world. #rubyrelease30th #Ruby4 https://t.co/zoPh3tZzLW" / X

Ruby on Rails on X: "Happy 30th anniversary to Ruby, the language that made @Rails possible, and continues to inspire developers and contributors around the world. #rubyrelease30th #Ruby4 https://t.co/zoPh3tZzLW" / X 

Happy 30th birthday to Ruby! 🎂

Is it possible to switch K380 for Mac to Windows layout? : r/logitech

Is it possible to switch K380 for Mac to Windows layout? : r/logitech 

Note to self: when the Logitech K380 isn't sane, pressing Fn+i (for 3 seconds) switches it back to Mac mode.

Why Law Firms and Legal Professionals Rely on PDFs - Their Strong Advantages

Why Law Firms and Legal Professionals Rely on PDFs - Their Strong Advantages 

The PDF format is the de facto standard for document formats in the legal sector.

Mastering the Manipulation of PDF Documents | NCBA CLE

Mastering the Manipulation of PDF Documents | NCBA CLE 

PDFs are the lingua franca of electronic documents. Lawyers use them for sharing information, e-filing, collecting data, creating...

Rosa Gutiérrez - Offline Mode to Hotwire with Service Workers

Rosa Gutiérrez - Offline Mode to Hotwire with Service Workers 

Offline mode on Rails-backed mobile apps? Deyyyym! 🤯💣

Joe Masilotti - Hotwire Native - A Rails Dev’s Secret Tool for Building Mobile Apps

Joe Masilotti - Hotwire Native - A Rails Dev’s Secret Tool for Building Mobile Apps 

Trying out Rails Hotwire Native on a mobile app to help my 10-year-old with fractions

Public Access to Court Electronic Records | PACER: Federal Court Records

Public Access to Court Electronic Records | PACER: Federal Court Records 

How can we have our own PACER here in the Philippines? 🤔

The Role and Scope of Legal Technology in the Philippines

The Role and Scope of Legal Technology in the Philippines 

Is legal technology prevalent and utilized in the Philippines?

Surviving in the age of AI (as a software engineer)

Surviving in the age of AI (as a software engineer) 

Software developers need to solve tangible business problems rather than assume the role of "code monkeys".

Balik Lantern Parade 2025

Balik Lantern Parade 2025 

Wednesday, December 17, 2025, 3 PM. See you! 🎄🎅🏽

Should We Still Study Software Engineering in the Age of AI?

Should We Still Study Software Engineering in the Age of AI? 

"...in software engineering, when generative AI handles routine coding, human programmers will be increasingly needed for complex problem-solving, creativity, and strategic design. AI excels at speed and pattern-recognition — but struggles profoundly with context, judgment, nuanced architecture, and innovative solutions. Like artists liberated from photorealism, software engineers can shift their focus to more meaningful, challenging aspects of programming..."

My Awesome Rails on Lambda

My Awesome Rails on Lambda 

My first Ruby on Rails application hosted on AWS Lambda using Lamby. Tutorial coming soon (probably?)

Learn Enough to Be Dangerous

Learn Enough to Be Dangerous 

Is Ruby on Rails development fading? Debunk the myths & explore the latest trends. Discover why this framework is still thriving & evolving in 2023 & beyond!

Development containers

Development containers 

Today I learned: There is a VSCode/Cursor plugin that lets you develop a container-based codebase as if it were native. ❤️

How to create an ALIAS record - Domains - Namecheap.com

How to create an ALIAS record - Domains - Namecheap.com 

Learn more about How to create an ALIAS record. Find your answers at Namecheap Knowledge Base.

How to Install Windows Server on Hetzner VPS (Free & Works in 2025) Avoid MISTAKES!

How to Install Windows Server on Hetzner VPS (Free & Works in 2025) Avoid MISTAKES! 

Free Hertzner €20 For Free Server: https://alston.link/hetzner Learn how to install your own Windows server on the Hetzner cloud platform in this comprehensi...

Why we migrated from AWS to Hetzner

Why we migrated from AWS to Hetzner 

A story about how we reduced our IT Infrastructure costs by 97%

Deploying Rails to AWS Lambda

Deploying Rails to AWS Lambda 

Lambda is an excellent option for deploying lower-traffic web services when you don't want to maintain another server and you want easy access to all of AWS's other se...

What your DataBrew Tutorial Won’t Say

What your DataBrew Tutorial Won’t Say 

Practical tips for your real life Data Analytics / ETL project

AWS Machine Learning Blog

AWS Machine Learning Blog 

AWS Machine Learning Blog

Exploring Meta's Llama Stack: The Power of Local AI Models

Exploring Meta's Llama Stack: The Power of Local AI Models 

Llamas might be adorable animals, but Meta's Llama Stack is the real star in the AI world; you don't need a supercomputer or a massive budget to build powerful, local AI apps right from your terminal. Enjoy a streamlined developer experience, enabling seamless AI application development. As AI becomes more powerful in today's world, it's

Grafana Tutorial: A Beginner’s Guide to Monitoring Machine Learning Models

Grafana Tutorial: A Beginner’s Guide to Monitoring Machine Learning Models 

In our Grafana tutorial, learn how to build a machine learning model monitoring system using Grafana, Prometheus, Flask, and Docker.

Amazon Redshift and PostgreSQL - Amazon Redshift

Amazon Redshift and PostgreSQL - Amazon Redshift 

Describes the design differences between Amazon Redshift and PostgreSQL.

Pandas Cheat Sheet for Data Science in Python

Pandas Cheat Sheet for Data Science in Python 

A quick, free cheat sheet to the basics of the Python data analysis library Pandas, including code samples.

April fools bring May hallucinations

April fools bring May hallucinations 

No, Grok didn’t just solve a legendary math problem. But it gets worse.

Text summarization with Amazon SageMaker and Hugging Face | Amazon Web Services

Text summarization with Amazon SageMaker and Hugging Face | Amazon Web Services 

In this post, we show you how to implement one of the most downloaded Hugging Face pre-trained models used for text summarization, DistilBART-CNN-12-6, within a Jupyter notebook using Amazon SageMaker and the SageMaker Hugging Face Inference Toolkit. Based on the steps shown in this post, you can try summarizing text from the WikiText-2 dataset managed […]

Deploy models with Amazon SageMaker Serverless Inference - Amazon SageMaker AI

Deploy models with Amazon SageMaker Serverless Inference - Amazon SageMaker AI 

Deploy and scale ML models without configuring or managing any of the underlying infrastructure with Amazon SageMaker Serverless Inference.

DeepSeek-R1 now available as a fully managed LLM model in Amazon Bedrock

DeepSeek-R1 now available as a fully managed LLM model in Amazon Bedrock 

AWS expands the ways that customers can get started with DeepSeek-R1 and its distilled variants in Amazon Bedrock.

NLP vs LLM: A Comprehensive Guide to Understanding Key Differences

NLP vs LLM: A Comprehensive Guide to Understanding Key Differences 

The NLP and LLM technologies are central to the analysis and generation of human language on a large scale. With their growing prevalence…

Amazon Comprehend functionality versus pretrained LLM on Bedrock : r/aws

Amazon Comprehend functionality versus pretrained LLM on Bedrock : r/aws 

Amazon Comprehend functionality versus pretrained LLM on Bedrock : r/aws

From Next-Token to Tool-Use: How to Give LLMs the Ability to Use Tools

From Next-Token to Tool-Use: How to Give LLMs the Ability to Use Tools 

Journey to Agentic AI, Starting From First Principles, Part 1

AI-Driven Video Creation: How Luma AI Ray2 and Amazon Bedrock Are Transforming Content Production

AI-Driven Video Creation: How Luma AI Ray2 and Amazon Bedrock Are Transforming Content Production 

The video production landscape is experiencing significant changes driven by artificial intelligence (AI) and machine learning advancements. These technologies are transforming how video content is created and consumed, offering creators and businesses new avenues for visual storytelling. A key player in this evolution is Luma AI’s Ray2, an innovative AI-powered video generation model

From Managed Postgres Database to Serverless Neon

From Managed Postgres Database to Serverless Neon 

Simple migration and testing for the smallest database instance

Amazon Bedrock Workshop

Amazon Bedrock Workshop 

Amazon Bedrock workshop with main design patterns

Amazon Bedrock Knowledge Bases now supports custom prompts for the RetrieveAndGenerate API and configuration of the maximum number of retrieved results | Amazon Web Services

Amazon Bedrock Knowledge Bases now supports custom prompts for the RetrieveAndGenerate API and configuration of the maximum number of retrieved results | Amazon Web Services 

With Amazon Bedrock Knowledge Bases, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Access to additional data helps the model generate more relevant, context-specific, and accurate responses without retraining the FMs. In this post, we discuss two new features of Amazon Bedrock Knowledge Bases […]

Amazon Bedrock Workshop

Amazon Bedrock Workshop 

Amazon Bedrock workshop with main design patterns

Mastering LLM Evaluation - A Hands-On Bedrock and Promptfoo Workshop

Mastering LLM Evaluation - A Hands-On Bedrock and Promptfoo Workshop 

Dive into the world of LLM evaluation with our hands-on workshop. Master Amazon Bedrock's API and Promptfoo to rigorously assess and optimize AI performance. Learn to design comprehensive test suites, evaluate multi-turn conversations, and implement continuous monitoring. Through practical Python labs, you'll compare models, refine prompts, and evaluate complex systems like RAG. Gain the skills to confidently design and automate sophisticated evaluation strategies for your AI applications.

The Role of Django in the Era of Serverless Architecture: A Comprehensive Guide

The Role of Django in the Era of Serverless Architecture: A Comprehensive Guide 

Learn how Django adapts to serverless architectures, solving scalability challenges with practical examples and actionable insights.

6 use cases of large language models (LLM) in business

6 use cases of large language models (LLM) in business 

Discover 6 LLM use cases in business, from chatbots to content creation. Explore how large language models drive innovation and transform operations.

Deploying Machine Learning Models for Ruby applications using PyCall

Deploying Machine Learning Models for Ruby applications using PyCall 

Let’s train Machine Learning model and Sklearn pipeline, and productionise it using PyCall

DeepSeek

DeepSeek 

Chat with DeepSeek AI.

Why Rails in 2025?

Why Rails in 2025? 

Why should someone starting a new application in 2025 reach for Ruby on Rails?

Quick Start | Lamby - Simple Rails & AWS Lambda Integration using Rack

Quick Start | Lamby - Simple Rails & AWS Lambda Integration using Rack 

Deploy a new Rails APP to Lambda in 5 minutes!

Django deploy - Zappa onto AWS Lambda + API Gateway

Django deploy - Zappa onto AWS Lambda + API Gateway 

In this tutorial we deploy Django with Zappa to take advantage of the AWS Lambda and API Gateway This is an introductory tutorial where you will deploy a new Django application via Zappa as a proof of concept deployment. 00:00 Introduction 02:20 General/Brief overview of AWS services and Zappa 07:12 Start new Django Project 07:32 AWS - Signup and create new IAM user + Download Access Keys 10:24 Install Zappa 12:35 Create AWS configuration file 15:11 Set user permissions 20:38 Deploy with Zappa 25:34 Troubleshooting Zappa 27:58 Configure allowed hosts 28:16 Deployed Code Repository: https://github.com/veryacademy/YT-Django-Serverless-Deploy-Zappa-v1 👍SUBSCRIBE to get more free tutorials, courses and code snippets! http://www.youtube.com/channel/UC1mxuk7tuQT2D0qTMgKji3w?sub_confirmation=1 👍👍Follow us on Facebook https://www.facebook.com/Veryacademycom-113232103670580/ 👍👍👍Follow use on Twitter: https://twitter.com/VeryAcademy

Amazon Bedrock: How good (bad) is Titan Embeddings?

Amazon Bedrock: How good (bad) is Titan Embeddings? 

In this blog post I took a closer look at Amazon Bedrock Titan embeddings model and how good (bad) the perform.

AWS Certified Machine Learning Engineer - Associate Certification | AWS Certification | AWS

AWS Certified Machine Learning Engineer - Associate Certification | AWS Certification | AWS 

Earning AWS Certified Machine Learning Engineer - Associate validates your ability to build, deploy and maintain artificial intelligence (AI), machine learning (ML), and generative AI solutions on AWS Cloud. Learn more about this certification and AWS Training and Certification resources that can help you prepare for your exam.

What are AI Agents?- Agents in Artificial Intelligence Explained - AWS

What are AI Agents?- Agents in Artificial Intelligence Explained - AWS 

What is AI agents how and why businesses use AI agents, and how to use AI agents with AWS.

TIOBE Index - TIOBE

TIOBE Index - TIOBE 

TIOBE Index - TIOBE

OpenAI Soft-launches AGI with o3 Models, Enters Next Phase of AI

OpenAI Soft-launches AGI with o3 Models, Enters Next Phase of AI 

The company cracked the ARC-AGI benchmark in just five years.

Amazon aims to provide free AI skills training to 2 million people by 2025 with its new ‘AI Ready’ commitment

Amazon aims to provide free AI skills training to 2 million people by 2025 with its new ‘AI Ready’ commitment 

Amazon’s AI Ready initiative comes as new AWS study finds strong demand for AI talent and the potential for workers with AI skills to earn up to 47% more in salaries.

ChatGPT on iPhone is AMAZING with iOS 18.2! (if you know how to use it)

ChatGPT on iPhone is AMAZING with iOS 18.2! (if you know how to use it) 

Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

Top 5 LLM Fine-Tuning Use Cases You Need to Know

Top 5 LLM Fine-Tuning Use Cases You Need to Know 

Thanks for watching! There's so much confusion about when and why fine tuning LLMs makes sense. I did a lot of research and discovered that fine tuning is definitely going to become even more relevant in the upcoming years (especially for businesses) because it makes personalization of a LLM possible for a fraction of the cost. 🤖 Join my Discord community: https://discord.gg/GGhr7pyTHD 📰 My tutorials on Medium: https://medium.com/@mayaakim 🐦 My twitter profile: https://twitter.com/Maya_Akim To rent a GPU from Massed Compute ⤵️ https://bit.ly/maya-akim Code for 50% discount: MayaAkim This is a general overview of what's possible and I tried to give some practical input for every use case but as I said in the video, every use case deserves a video on its own. Links that I promised: FinGPT Demo: https://colab.research.google.com/drive/1Fw2U_v8RydSQp8a-zLsYoNgY7TXIIb_a?usp=sharing Data_Extraction Demo: https://colab.research.google.com/drive/1nwQ-GkFZD3_JD3xyipg7YB85qkC3F05n?usp=sharing Elon Musk Tweet Generator: https://elon-twitter-clone.streamlit.app/ Timestamps: 0:00 - 2:03 Intro 2:04 - 5:07 Use Case n.1 5:08 - 6:20 Use Case n. 2 6:21 - 7:59 Use Case n. 3 8:00 - 9:47 Use Case n. 4 9:48 - 11:04 Use Case n. 5 #finetuning #llm #ai #ml #llama

Fine-Tuning OpenAI's GPT-4: A Step-by-Step Guide

Fine-Tuning OpenAI's GPT-4: A Step-by-Step Guide 

This tutorial offers a full exploration of how to harness the full capabilities of GPT-4, enhancing its performance for specialized tasks through fine-tuning.

5 Beginner-Friendly Projects to Learn LLMs & RAG - MachineLearningMastery.com

5 Beginner-Friendly Projects to Learn LLMs & RAG - MachineLearningMastery.com 

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From PDFs to AI-ready structured data: a deep dive · Explosion

From PDFs to AI-ready structured data: a deep dive · Explosion 

This blog post presents a new modular workflow for converting PDFs and similar documents to structured data and shows you how to build end-to-end document understanding and information extraction pipelines for industry use cases.

ChatGPT outage: Popular AI chatbot down for users globally; OpenAI issues statement | Mint

ChatGPT outage: Popular AI chatbot down for users globally; OpenAI issues statement | Mint 

ChatGPT is experiencing significant outages, preventing millions of users around the world from accessing the chatbot.

What to Build with AI - Ideas from 10 Hugging Face Spaces

What to Build with AI - Ideas from 10 Hugging Face Spaces 

Learning to develop AI-powered applications with developer tools like Langchain and HuggingFace: https://datacamp.pxf.io/VmLxY6Link to all the Spaces will be...

Google Colab

Google Colab 

Google Colab

Report claims that OpenAI has burned through $8.5 billion on AI training and staffing, and could be on track to make a $5 billion loss

Report claims that OpenAI has burned through $8.5 billion on AI training and staffing, and could be on track to make a $5 billion loss 

Generative AI makes billions of dollars in revenue but more is needed to cover the operational costs.

Introducing OpenAI o1 | OpenAI

Introducing OpenAI o1 | OpenAI 

Introducing OpenAI o1 | OpenAI

explosion/spacy-layout: 📚 Process PDFs, Word documents and more with spaCy

explosion/spacy-layout: 📚 Process PDFs, Word documents and more with spaCy 

📚 Process PDFs, Word documents and more with spaCy - explosion/spacy-layout