Mugentix Solutions

Chief Executive Officer

Sales And Marketing Specialist

Thor Industries

• Apply engineering best practices
• Maintain brand consistency throughout the design process
• Design, develop, test and deploy features in a timely manner.
• Create wireframes to illustrate advanced solutions for applications.
• Work to achieve a balance between functional and aesthetic designs.
• Continually work to ensure the user experience determines design choices.
• Work to solve complex challenges with the utilization of modern web application development processes and standard methodologies.

Frontend Developer

Phormalabs

Co-Founder

• Continually tested the site for usability while addressing any bugs.
• Made high level contributions to a team leading site optimizations.
• Collaborated with product managers to design cutting edge features.
• Worked to create tools that enhanced user interaction in any browser.
• Worked with teams to solve issues and find and implement efficiencies.
• Ensured the technology implemented promoted efficiency, speed, and smooth functionality.

High Tech Energy

demogency

• Built quality landing pages that resulted on 340% more customers
• Contributed to the team and helped them add custom designs to Wordpress themes
• Ensured the technology implemented promoted efficiency, speed and smooth functionality
• Contributed in different outsourcing projects and build complex advanced custom Wordpress plugins

Translated designs and wireframes into high quality code.
Designed, built, and maintained high performance, reusable, and reliable code using latest JS Frameworks.
Ensure the best possible performance, quality, and responsiveness of the application

Frontend Web Developer 

LinkedIn growth made simple

You’ve probably worked with “agencies” before.

The kind that take your money, slow your momentum, and leave you wondering if Meta ads even work anymore.

I’ve been on the other side. Mocked. Ghosted. Underrated.

So I built Mugentix... 

an AI-powered Meta ads partner for brands spending $30k+/mo who are tired of guesswork and baby-sitting junior media buyers.

We don’t follow “best practices.”
We build AI systems that outperform your current agency.

- Fully managed Meta scaling systems
- 3:2:2 testing frameworks that find winners fast
- AI-assisted creative ops to kill bottlenecks

And a promise: 
If we don’t beat your current performance, we work for free.

We don’t take many clients.
But the ones we do?
They don’t go back to traditional agencies.

DM me “scale” if you’re done wasting time on ads that should be printing.

Besir Kurtishi

Techling (Private) Limited

Entrepreneur | Former Developer, Now Helping Startups

Starting my journey as a Full Stack Developer, I've worn many hats – from solo ventures to team leadership, spanning large corporations to dynamic startups. Now, as a serial entrepreneur.
In 2020, I founded Techling, driven by a passion to harness the potential of today's millennials. Their energy and innovation inspire me to pay it forward. My mission? To empower young entrepreneurs and teams. aligning with their dreams and dedication.

Let's connect and explore how we can collaborate to turn dreams into reality!

Founder

PerkWiz

As the Chief Technology Officer at Perkwiz, I led a talented team in the development and execution of innovative projects, driving the company towards its technological vision and goals.

- Developed and executed comprehensive technology strategies aligned with business objectives to drive growth and innovation.
- Managed and mentored a diverse team of software engineers, fostering collaboration, creativity, and a culture of excellence.
- Designed scalable and robust software architectures, leveraging the latest technologies and best practices to build sustainable solutions.
- Implemented agile methodologies and continuous integration practices to streamline development processes and increase efficiency.

Skills: Software Architecture, Engineering Leadership, Agile Methodologies, Team Management
Technical Strategy, Project Management, Continuous Integration, Innovation Management

Chief Technology Officer

Amazon Web Services (AWS)

As a Senior Software Engineer at Amazon, my primary role was to ensure the seamless operation and continuous improvement of the backend system.

- I played a pivotal role in designing, implementing, and maintaining backend features.
- I identified and resolved complex technical issues and bugs in existing systems, ensuring the uninterrupted functioning of critical infrastructure.
- provided guidance and mentorship to junior engineers, fostering their professional development and promoting the adoption of best practices within the team.
- optimized backend systems for enhanced speed and efficiency, consistently improving response times and resource utilization.

Skills: Backend Development, Issue Resolution, Mentorship, Performance Optimization, Collaborative Problem-Solving, Technical Proficiency, Team Collaboration

Senior Software Engineer

Brandbassador

At Brandbassador, an online platform connecting businesses with influencers, I played a pivotal role as a fullstack developer, contributing to the enhancement of website, mobile app, and backend functionalities.

- Fullstack Development: I played a crucial role in enhancing Brandbassador's online platform, utilizing technologies such as Graphql, Apollo, AngularJS, Ionic, React, and Node.js to deliver seamless user experiences.

- Innovative Solutions: One of my key achievements was implementing Google Cloud Functions to automatically resize images upon upload to Google Cloud Storage. This optimization reduced network load and improved application performance.

- Serverless Architecture: I developed a serverless application to efficiently handle a large volume of webhook requests from various vendors like Wix, WooCommerce, and BigCommerce. Utilizing technologies such as RabbitMQ, I ensured robust handling of traffic, error handling, and logging for off-the-record sales tracking.

Skills: HTML, CSS, JavaScript, Git

Fullstack Developer

InventHub

As the Technical Lead Engineer at InventHub, I led the development of a modern platform similar to GitHub, designed specifically to meet the needs of hardware designers.
Here's a glimpse into my role:

- System Development: 
I led the architecture and development of InventHub, leveraging technologies such as Node.js, React.js, Redux, MongoDB, Redis, AWS Lambda, and AWS EC2 to create a robust and scalable platform.

- Remote Team Management: 
Managing a remote team of 6 individuals, I coordinated project tasks and requirements using communication tools like Slack, Jira, Skype, Zoom, Google Meet, and Gmail.

- Agile Development:
 Implementing Scrum with Git-flow as our process model, I ensured efficient and iterative development cycles, facilitating collaboration and transparency within the team.

- Task Delegation: 
One of my core responsibilities included understanding project requirements and effectively delegating tasks to team members, ensuring alignment with project goals and timelines.

Technical Team Lead

Key Achievements:
- I achieved an 80% increase in rendering speed for slow React components by implementing memoization hooks.
 - Improved the rendering time of large SVG files (up to 10 MB) from 25 seconds to 5 seconds by utilizing S3 accelerations, node streams, and gzip compression techniques.
- Developed an OLE file parser in Python for ALTIUM, a hardware PLM system, by reverse engineering C++ code, enabling seamless integration with our platform.

Principal Software Engineer

Synavos 

As a Software Engineer at Synavos, I've been involved in several projects utilizing the MERN stack:

Snikpic: 
I contributed to the backend development, employing Node.js, MongoDB, Nginx, EC2, and PM2 for efficient performance and scalability.

Keyflow: 
For this project, I focused on frontend development, utilizing React, MobX, and RxJS to create dynamic and responsive user interfaces.

Ticketlake: 
My involvement in this project centered around backend development, where I utilized Node.js, MongoDB, Nginx, EC2, and PM2 to ensure robust functionality and reliability.

A notable achievement during my tenure was successfully leading a team for the first time. Additionally, I took on the responsibility of mentoring team members in Node.js and other best practices, contributing to their professional growth and the overall success of the projects.

Mern Stack Developer

ITboost.com

As a Software Engineer, I developed a modern multi-tenant system tailored for managed service providers, utilizing technologies such as Node.js, React.js, Redux, MongoDB, Redis, AngularJS 1, and AWS EC2. Our communication tools included Slack, Jira, and Skype, facilitating efficient collaboration throughout the development process. Employing the Scrum framework, we ensured organized and iterative development cycles.

Key achievements included implementing an AngularJS wrapper for jQuery data tables and spearheading the frontend development of a Business Intelligence (BI) tool.

Mean Stack Developer and React

TechniSoft Consulting Inc.

Software Engineer(.Net)

As CEO of Techling, my mission is to leverage technology and collaboration for a positive global impact. Continuously learning and seeking new opportunities and challenges, I'm a highly competent, self-motivated C-level professional with extensive knowledge across various fields. A talented team player with exceptional engineering abilities and adept problem-solving skills. Organized, energetic, and compassionate, possessing natural leadership qualities. 🌍💡

With a background of working alongside top professionals, I bring unique insights and an innovative mindset to the table. Throughout my career, I have earned recognition for my exceptional performance and ability to turn imagination into reality. I have also been engaged by many companies and corporate clients representing various IT industry sectors, such as e-commerce, education, healthcare, and media. 💼🚀

Specializing in solution architecture, software design, project management, and security, and committed to driving large-scale implementations and delivering outstanding results. 💻🔒

Let's connect and explore how we can make a difference together.

akif@techling.ai 📧

Muhammad Akif

Had an amazing meeting with Gokhan at Expand North Star 2025!

We explored how AI and Computer Vision can revolutionize the parking experience, and the possibilities are incredible.

No more circling for parking. 
No manual monitoring. 

Just intelligent, automated systems powered by AI + Computer Vision.

It’s always inspiring to connect with people who share the same passion for solving real-world problems through technology.

If you’re interested in exploring how AI-powered Computer Vision can solve your business or city’s parking challenges, we’d love to chat. 

𝗕𝗼𝗼𝗸 𝘆𝗼𝘂𝗿 𝗺𝗲𝗲𝘁𝗶𝗻𝗴: https://lnkd.in/d9gMgSr7
𝗟𝗲𝗮𝗿𝗻 𝗺𝗼𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝘂𝘀: https://techling.ai/

#ExpandNorthStar2025 #AI #ComputerVision #Innovation #SmartCities #ArtificialIntelligence

𝗬𝗼𝘂𝗿 𝗦𝗮𝗮𝗦 𝗻𝗲𝗲𝗱𝘀 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗯𝗹𝘂𝗲𝗽𝗿𝗶𝗻𝘁!

𝗧𝗵𝗲 𝗧𝗼𝗽 𝗦𝗮𝗮𝗦 𝗦𝘁𝗮𝗿𝘁𝘂𝗽𝘀 𝗪𝗲 𝗪𝗼𝗿𝗸 𝘄𝗶𝘁𝗵 𝗙𝗼𝗹𝗹𝗼𝘄 𝗮 𝗣𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝗦𝗲𝗾𝘂𝗲𝗻𝗰𝗲:

1️⃣ Context Intelligence

Agents that understand users, data, and environment.

2️⃣ Memory Layer

Agents that remember past actions, preferences, and history.

3️⃣ Tool Execution

Agents connected to APIs, databases, workflows, and internal systems.

4️⃣ Reasoning Layer

Agents that plan, evaluate, and correct themselves.

5️⃣ Autonomous Automation

Agents that don’t just answer, they do.

We helped a SaaS team integrate this blueprint, enabling their AI agent to: onboard users, analyze usage, prevent churn, provide in-app support, execute tasks, and generate insights.

They didn’t add “AI features.”
They added an AI teammate.

That's the difference.

𝗜𝗳 𝘆𝗼𝘂'𝗿𝗲 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗦𝗮𝗮𝗦 𝗮𝗻𝗱 𝘄𝗮𝗻𝘁 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 𝗲𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗶𝗻𝘁𝗼 𝘆𝗼𝘂𝗿 𝗽𝗿𝗼𝗱𝘂𝗰𝘁, 𝗺𝗲𝘀𝘀𝗮𝗴𝗲 𝗺𝗲 → https://lnkd.in/dEcqU_YM

#SaaSFounders #AIAgents #ProductInnovation #Techling #Startup2025

The AI Agent Blueprint Every SaaS Founder Need in 2025

𝗦𝘁𝗶𝗹𝗹 𝗨𝘀𝗶𝗻𝗴 𝗚𝗲𝗻𝗲𝗿𝗶𝗰 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀? 

Time to build your own intelligence (𝗵𝗲𝗿𝗲'𝘀 𝗵𝗼𝘄).

Custom LLMs are changing the way enterprises work.

𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 𝗶𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗶𝗻𝗴 𝗰𝘂𝘀𝘁𝗼𝗺 𝗟𝗟𝗠𝘀 𝗵𝗮𝘃𝗲 𝘀𝗲𝗲𝗻:

→ 70% reduction in response time
→ 3x improvement in team productivity
→ Controlled, private AI deployment, without SaaS risks

𝗢𝘂𝗿 𝗟𝗟𝗠 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝘀𝗲𝗿𝘃𝗶𝗰𝗲 𝗲𝗻𝗮𝗯𝗹𝗲𝘀:

→ Knowledge retrieval tailored to your data
→ Secure, domain-specific fine-tuning
→ Real-time automation of workflows and chat systems

𝗕𝘂𝗶𝗹𝗱 𝘆𝗼𝘂𝗿 𝗰𝘂𝘀𝘁𝗼𝗺 𝗟𝗟𝗠 𝘄𝗶𝘁𝗵 𝘂𝘀. Book a call: https://lnkd.in/dEcqU_YM

#LLMDevelopment #EnterpriseAI #NaturalLanguageProcessing #CustomAI #Techling

𝟴𝟬% 𝗼𝗳 𝗔𝗜 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗡𝗲𝘃𝗲𝗿 𝗥𝗲𝗮𝗰𝗵 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻!

𝗗𝗼 𝗬𝗼𝘂 𝗘𝘃𝗲𝗿 𝗧𝗵𝗶𝗻𝗸 𝗪𝗛𝗬?

Most ML models get stuck in a Jupyter notebook before hitting production.

Meanwhile, Netflix delivers over 1 billion personalized recommendations every single day.

Not because they have better data scientists.

But because they have mastered ML Ops, every model runs smoothly in production.

With ML Ops, they cut deployment time by 80% and reduced maintenance overhead by 40%. 

You don’t have an AI problem; you have a deployment problem.

𝗢𝘂𝗿 𝗠𝗟 𝗢𝗽𝘀 𝘀𝗲𝗿𝘃𝗶𝗰𝗲 𝗲𝗻𝘀𝘂𝗿𝗲𝘀 𝘆𝗼𝘂𝗿 𝗺𝗼𝗱𝗲𝗹𝘀 𝗮𝗿𝗲:

→ Trained, deployed, and monitored automatically
→ Retrained on schedule with zero downtime
→ Standardized with CI/CD and scalable to 99% uptime

So your AI strategy delivers ROI, not roadblocks.

Ready to scale your models with confidence? 𝗟𝗲𝘁’𝘀 𝘁𝗮𝗹𝗸 → https://lnkd.in/dEcqU_YM

#MLOps #MachineLearning #AIOperations #DataEngineering #Techling

Why 80% of AI Projects Never Reach Production?

𝗔𝗜 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝗔𝗴𝗲𝗻𝘁𝘀 𝗖𝘂𝘁 𝟲𝟬–𝟴𝟬% 𝗖𝗼𝘀𝘁 𝗼𝗳 𝗛𝘂𝗺𝗮𝗻-𝗢𝗻𝗹𝘆 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝗧𝗲𝗮𝗺𝘀

(Here's How)

Many support leaders face these 3 problems:

→ High volume of repetitive queries
→ Slow response times during peak hours
→ Escalations because agents are overloaded

𝗛𝘂𝗺𝗮𝗻𝘀 𝘀𝗵𝗼𝘂𝗹𝗱𝗻’𝘁 𝘀𝗽𝗲𝗻𝗱 𝟳𝟬% 𝗼𝗳 𝘁𝗵𝗲𝗶𝗿 𝘁𝗶𝗺𝗲 𝗮𝗻𝘀𝘄𝗲𝗿𝗶𝗻𝗴:

“Where is my order?”
“How do I reset my password?”
“When will this be resolved?”

Therefore, there is a need to build AI Customer Support Agents.

𝗢𝘂𝗿 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗦𝗲𝗿𝘃𝗶𝗰𝗲 𝗻𝗼𝘄 𝗶𝗻𝗰𝗹𝘂𝗱𝗲𝘀:

Contract Manager → auto-review, extract, track, and flag contract clauses
Invoice Processing → read, validate, categorize, and sync invoices
Resume Screener → shortlist candidates with context-aware scoring
Inspections → analyze checklists, images, and compliance data instantly

These agents reduce manual workload in places where teams quietly lose the most time.

If you want to deploy support agents that integrate with your CRM, ticketing system, or product, message me.

#CustomerSupportAI #AIAgents #Automation #Techling #SaaSGrowth

AI Support Agents

𝗦𝘁𝗼𝗽 𝗚𝘂𝗲𝘀𝘀𝗶𝗻𝗴 𝗬𝗼𝘂𝗿 𝗣𝗿𝗼𝗺𝗽𝘁𝘀!

OpenAI just released the 𝗚𝗣𝗧-𝟱.𝟭 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴 𝗚𝘂𝗶𝗱𝗲, and it’s more than a technical manual.

It’s a blueprint for how the next generation of AI agents will think, plan, and act. 

The guide highlights new modes, tighter steerability, smarter tool usage, and better control over reasoning.

𝗛𝗲𝗿𝗲 𝗮𝗿𝗲 𝘁𝗵𝗲 𝟯 𝗰𝗿𝘂𝗰𝗶𝗮𝗹 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 𝘁𝗼 𝗶𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁:

1️⃣ Optimize for Speed with None Reasoning Mode: 

Switch to this mode for low-latency tasks to enhance performance and efficiency, bypassing reasoning tokens.

2️⃣ Define Clear Agent Personalities: 

Shape your AI's tone and behavior by establishing a well-defined persona, ensuring emotional intelligence and professional communication.

3️⃣ Ensure Reliability through Persistence and Metaprompting: 

Encourage your AI to persist in tasks and utilize metaprompting as a debugging tool to refine its performance.

𝗪𝗵𝗮𝘁 𝘄𝗶𝗹𝗹 𝘆𝗼𝘂 𝗰𝗿𝗲𝗮𝘁𝗲 𝗳𝗶𝗿𝘀𝘁 𝘂𝘀𝗶𝗻𝗴 𝘁𝗵𝗲 𝗻𝗼𝗻-𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗺𝗼𝗱𝗲?

#AIAgents #GPT5 #PromptEngineering #FutureOfWork #ArtificialIntelligence

GPT-5.1 Prompting Guide by OpenAI Cookbook

Did we cross another line between “𝗔𝗜 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁” and “𝗔𝗜 𝗽𝗮𝗿𝘁𝗻𝗲𝗿”?

𝗚𝗣𝗧-𝟱.𝟭 𝗶𝘀 𝗿𝗼𝗹𝗹𝗶𝗻𝗴 𝗼𝘂𝘁, 𝗮𝗻𝗱 𝘁𝗵𝗶𝘀 𝘂𝗽𝗴𝗿𝗮𝗱𝗲 𝗳𝗲𝗲𝗹𝘀 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁.

It’s not just “faster” or “smarter.”
It reasons more deeply when needed.
And yes… it finally feels more human to talk to.

OpenAI 𝗶𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗲𝗱 𝘁𝘄𝗼 𝗺𝗼𝗱𝗲𝘀:

→ 𝗜𝗻𝘀𝘁𝗮𝗻𝘁 (quick, warm, instruction-tight) and
→ 𝗧𝗵𝗶𝗻𝗸𝗶𝗻𝗴 (deeper reasoning, clearer explanations).

ChatGPT now auto-switches between them depending on your query.

𝗕𝘂𝘁 𝗵𝗲𝗿𝗲’𝘀 𝘁𝗵𝗲 𝗿𝗲𝗮𝗹 𝘀𝘁𝗼𝗿𝘆:

For the first time, everyday users are interacting with a system that can decide when to think harder, go faster, slow down, or go deeper.

As a tech founder, I believe this change is bigger than a model update.
It signals where AI is heading next:

→ Toward adaptive intelligence, tools that understand context, preference, and intent without being told.

→ Toward interfaces that feel less like software, and more like collaborators.

→ Toward personalization at a scale humans could never deliver.

If GPT-4 makes conversation natural, GPT-5.1 is making it personal.

Access it here → https://lnkd.in/dmDyuzsP

𝗗𝗼 𝘆𝗼𝘂 𝘀𝗲𝗲 𝗚𝗣𝗧-𝟱.𝟭 𝗮𝘀 𝗮 𝘀𝗺𝗮𝗹𝗹 𝘀𝘁𝗲𝗽 𝗳𝗼𝗿𝘄𝗮𝗿𝗱, 𝗼𝗿 𝘁𝗵𝗲 𝘀𝘁𝗮𝗿𝘁 𝗼𝗳 𝗮 𝗻𝗲𝘄 𝗔𝗜 𝗯𝗲𝗵𝗮𝘃𝗶𝗼𝗿 𝗽𝗮𝗿𝗮𝗱𝗶𝗴𝗺?

#AI #ChatGPT #GPT51 #ArtificialIntelligence #FutureOfWork

OpenAI releases GPT-5.1

𝗖𝗵𝗮𝘁𝗚𝗣𝗧 𝘀𝘁𝗼𝗽𝗽𝗲𝗱 𝗴𝗶𝘃𝗶𝗻𝗴 𝗮𝗱𝘃𝗶𝗰𝗲, 𝗮𝗻𝗱 𝗶𝘁 𝗶𝘀 𝗮 𝗯𝗶𝗴𝗴𝗲𝗿 𝘀𝘁𝗼𝗿𝘆 𝘁𝗵𝗮𝗻 𝗶𝘁 𝗹𝗼𝗼𝗸𝘀.

For years, people had been asking ChatGPT to diagnose their symptoms, review contracts, or even plan investments.

𝗡𝗼𝘄, OpenAI 𝘀𝗮𝘆𝘀 𝗻𝗼 𝗺𝗼𝗿𝗲.

ChatGPT officially banned medical, legal, or financial advice as of October 29.

The greatest strength of AI is its accessibility, which has become its greatest threat.

One wrong answer or advice could mean a hospital visit or a legal nightmare.

We are at a stage where trust is more important than capability.

This step is not about shutting down AI but a step towards responsible AI.

The next frontier of AI won’t be who answers fastest, but who answers responsibly.

It is about having systems that are aware of their boundaries and intelligent.

𝗪𝗵𝗮𝘁 𝗱𝗼 𝘆𝗼𝘂 𝘁𝗵𝗶𝗻𝗸, 𝘀𝗵𝗼𝘂𝗹𝗱 𝗔𝗜 𝗲𝘃𝗲𝗿 𝗰𝗿𝗼𝘀𝘀 𝗶𝗻𝘁𝗼 𝗵𝗶𝗴𝗵-𝘀𝘁𝗮𝗸𝗲𝘀 𝗮𝗱𝘃𝗶𝗰𝗲 𝗶𝗳 𝗽𝗿𝗼𝗽𝗲𝗿𝗹𝘆 𝗿𝗲𝗴𝘂𝗹𝗮𝘁𝗲𝗱, 𝗼𝗿 𝘀𝗵𝗼𝘂𝗹𝗱 𝗶𝘁 𝗮𝗹𝘄𝗮𝘆𝘀 𝘀𝘁𝗮𝘆 𝗲𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻𝗮𝗹?

News Source: https://lnkd.in/dKRJEEFH

#AIethics #OpenAI #ArtificialIntelligence #TechLeadership #FutureOfAI

Just got my hands on “𝗣𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀 𝗼𝗳 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 (𝟮𝗻𝗱 𝗘𝗱𝗶𝘁𝗶𝗼𝗻)” by Sam Bhagwat, Cofounder & CEO of Mastra.ai, and I must say it's a gem for anyone passionate about the future of AI.

This book is a field guide to understanding how modern AI Agents are built. 

It walks you through how they’re actually built using frameworks like MCP (Model Context Protocol), RAG (Retrieval-Augmented Generation), graph-based workflows, and multi-agent orchestration.

You can feel the clarity of someone who’s actually building AI systems, not just talking about them.

At Techling (Private) Limited, we’re applying these same principles to help organizations design and deploy agentic AI systems. 

We will work with you to build AI Agents tailored to your system, empowering your business to scale in the AI-driven future.

𝗟𝗲𝘁’𝘀 𝗰𝗼𝗻𝗻𝗲𝗰𝘁 𝗮𝗻𝗱 𝗯𝗿𝗶𝗻𝗴 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 𝗶𝗻𝘁𝗼 𝘆𝗼𝘂𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 → https://lnkd.in/dEcqU_YM

Kudos to Sam Bhagwat and the Mastra.ai team for sharing such valuable knowledge with the community!

#AI #AIAgents #AgenticAI #ArtificialIntelligence #AIEngineering #MastraAI #Innovation #FutureOfAI

Everyone says they’re “𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗔𝗜.”
Most aren’t.
They’re wiring up someone else’s intelligence.

APIs are great for speed, but speed isn’t strategy.
If your company doesn’t own its logic, you’re renting intelligence the same way businesses rent cloud storage.

And rented intelligence has its limits you can’t negotiate your way out of.
It’s fast… until everyone else can copy it with the same call.

Building means owning: data, behaviour, outcomes, and improvement loops.
That’s where real defensibility comes from.

𝗪𝗵𝗲𝗿𝗲 𝗱𝗼 𝘆𝗼𝘂 𝘀𝘁𝗮𝗻𝗱? 𝗔𝗿𝗲 𝗔𝗣𝗜-𝗳𝗶𝗿𝘀𝘁 𝘁𝗲𝗮𝗺𝘀 𝗼𝘃𝗲𝗿𝗲𝘀𝘁𝗶𝗺𝗮𝘁𝗶𝗻𝗴 𝗵𝗼𝘄 𝗺𝘂𝗰𝗵 “𝗔𝗜” 𝘁𝗵𝗲𝘆’𝗿𝗲 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴?

#ArtificialIntelligence #AIInnovation #TechLeadership #Automation

OpenAI 𝗷𝘂𝘀𝘁 𝗹𝗮𝘂𝗻𝗰𝗵𝗲𝗱 𝗴𝗹𝗼𝗯𝗮𝗹 𝗴𝗿𝗼𝘂𝗽 𝗰𝗵𝗮𝘁𝘀 𝗶𝗻𝘀𝗶𝗱𝗲 𝗖𝗵𝗮𝘁𝗚𝗣𝗧.

Group chats will never feel the same again. (𝗵𝗲𝗿𝗲’𝘀 𝘄𝗵𝘆)

Up to 20 people can collaborate in one shared space.
ChatGPT only jumps in when tagged or when it detects that the conversation requires it. 
It reacts, summarizes, plans, drafts, and even personalizes content for the group.

𝗧𝗵𝗶𝘀 𝗶𝘀 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗮 𝗻𝗲𝘄 𝗳𝗲𝗮𝘁𝘂𝗿𝗲.

It signals from “AI helping individuals” to “AI shaping group dynamics.”
Teams now have a real-time assistant that understands context across multiple voices.

It’s the normalization of AI as a participant rather than a tool.
Once an AI can read the room, it becomes a quiet and integral part of the team.

𝗛𝗼𝘄 𝗱𝗼 𝘆𝗼𝘂 𝗳𝗲𝗲𝗹 𝗮𝗯𝗼𝘂𝘁 𝗔𝗜 𝘁𝗮𝗸𝗶𝗻𝗴 𝗮 𝘀𝗲𝗮𝘁 𝗮𝘁 𝘁𝗵𝗲 𝘁𝗮𝗯𝗹𝗲, 𝗻𝗼𝘁 𝗮𝘀 𝗮𝗻 𝗼𝗯𝘀𝗲𝗿𝘃𝗲𝗿, 𝗯𝘂𝘁 𝗮𝘀 𝗮 𝗰𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗼𝗿?

#AI #ChatGPT #FutureOfWork #Collaboration #TechInnovation

Access it here: https://lnkd.in/d7GtFMEx

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