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- 🤖 Agentic workflows for software development
🤖 Agentic workflows for software development
🦾Plus: 🍌 Google Launched Nano Banana 2

Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
đź’łThe Role of Machine Learning in FinTech
đź§ Untapped Way to Learn a Codebase: Build a Visualizer
📊5 Metrics That Actually Matter for AI Agents
⚙️How Clouflare rebuilt Next.js with AI in one week
✂️ Blocks Is Cutting 40% of Staff (Because of AI)
🤝 Mistral AI Inked a Multiyear Partnership With Accenture
💡 AI Tutorial:How to see your brand’s performance on answer engines
🤖 AI Tools and Data Tools to checkout

Over the past two years, many teams have adopted generative AI copilots, and more recently AI agents, within their software development workflows. The pitch seemed straightforward: developers would use copilots as intelligent assistants, pair programming with AI to move faster and build better software.
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This article examines how machine learning technology drives innovation in FinTech by demonstrating its measurable effects and presenting the challenges that organizations must solve to implement machine learning (ML) in their operational systems.

The biggest shock of my early career was just how much code I needed to read that others wrote…In this post, I’m going to walk you through how I learn an unfamiliar codebase. But I’ll admit, this isn’t precisely how I would do it today.

AI agents, or autonomous systems powered by agentic AI, have reshaped the current landscape of AI systems and deployments. As these systems become more capable, we also need specialized evaluation metrics that quantify not only correctness, but also procedural reasoning, reliability, and efficiency.

Last week, one engineer and an AI model rebuilt the most popular front-end framework from scratch. The result, vinext (pronounced "vee-next"), is a drop-in replacement for Next.js, built on Vite, that deploys to Cloudflare Workers with a single command. In early benchmarks, it builds production apps up to 4x faster and produces client bundles up to 57% smaller.
Learn how financial institutions are deploying conversational AI agents with enterprise-grade governance — reducing costs, improving satisfaction, and ensuring regulatory trust.
Read The State of Conversational Agents in Financial Services from ElevenLabs to see how enterprise leaders are scaling responsibly.
👨‍💻 Data Tools, Libraries
Thesys: Build conversational analytics agents without setting up data pipelines or building dashboards manually.
Turmoil is a testing framework for distributed systems. It can run multiple concurrent hosts within a single thread to provide deterministic execution.
ugrep-indexer
A monotonic indexer to speed up grepping by >10x.
XBert AI by Nextiva answers calls and texts 24/7, handling unlimited conversations. It books appointments, answers FAQs, and routes urgent calls to your team. Most front desk staff cost $50K+/year. XBert does it for $4/day. Try it free for 7 days..
AI News:

Google has introduced Nano Banana 2 as the new default image model across the Gemini app. It combines much of the high-fidelity output from Nano Banana Pro with faster generation speeds. Users can create images from 512px up to 4K in multiple aspect ratios. The model maintains character consistency for up to five characters and keeps track of up to 14 objects in a single workflow.
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Jack Dorsey is really betting big on AI. So much so, the tech CEO announced his company Block (formerly Square) is cutting 40% of its workforce – from over 10,000 people to just under 6,000 – despite strong, growing profits. The reason? To fully & immediately commit to AI tools paired with smaller and flatter teams.

The Pentagon asked Boeing and Lockheed Martin on Wednesday to assess their reliance on Anthropic's AI model, Claude, as it prepares for a potential "supply chain risk" designation. That penalty is typically reserved for companies from adversarial nations, such as Chinese tech giant Huawei. Using it against an American AI company would be unprecedented.

Netflix is walking away from a deal to buy Warner Bros. Discovery's (WBD) studio and streaming assets as its board deemed on Thursday that a revised bid by Paramount is a superior offer. Paramount raised its bid earlier this week to $31 per share in cash. Netflix had granted WBD a seven-day waiver to re-engage with Paramount last week.

French AI research lab Mistral AI and global consulting giant Accenture announced a multiyear partnership allowing the two companies to work together to develop enterprise tech powered by Mistral’s AI models for clients. Financial terms and the duration of the deal weren’t disclosed, but the deal also includes Accenture becoming a Mistral customer.
Voice-first code workflows with auto file tagging and variable recognition. Dictate reproductions and prompts and paste clean, code-friendly text into GitHub, Jira, or your editor. Try Wispr Flow for engineers.
AI Tutorial
How to see your brand’s performance on answer engines

Visit Conductor’s AI visibility snapshot report page.
Enter your company website URL and work email address.
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Check your inbox for an email from Conductor and click “Access Your Report.”
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Your Top Content: See the exact pages on your site AI is already citing.
Your Brand Sentiment: Understand how AI perceives your brand (positive vs. negative).
🔥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
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
đź‘€ "There is a colossal sea of nothing but sand."

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