What happens when a strong team picks the wrong stack?. Our Tech Lead shares how a tech stack mismatch nearly derailed a whole fintech project—and what he did to turn it around. Find out key lessons for tech stack selection 👉

Don't just implement AI for the sake of it. Pinpoint specific opportunities where it can deliver measurable value and create a genuinely better experience for your users.

Step 3: Use the 5-Step Evaluation Framework. 1/ Introduce AI expertise to your team.2/ Find the "Aha!" moment.3/ Frame the problem clearly.4/ Gather data and domain knowledge.5/ Develop and iterate together.

Other signs point to a weak foundation:. 🚩 A lack of deep technical expertise. 🚩 Insufficient or low-quality data. 🚩 Ignoring data privacy and security.

Step 2: Spot the Signs of a Hype-Driven Strategy. Is your AI strategy built on hype? Watch for the signs:. 🚩 Vague goals and KPIs. 🚩 Using "AI" purely for marketing buzz. 🚩 Believing AI can completely replace your team.

Question 2: Can the process be clearly defined with a fixed set of rules?. If yes, manual rules are more reliable. If no, because it involves nuance or too many edge cases, then AI is the right tool for the job. ✅.

Step 1: The 2-Question "Yes/No" Test. Question 1: Is there an intellectual process I’m trying to automate?. If the task requires judgment, context, or creativity, you pass the first check.

"𝗦𝗵𝗼𝘂𝗹𝗱 𝗼𝘂𝗿 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝘂𝘀𝗲 𝗔𝗜?". Before you add "AI-powered" to your product, you need a strategy. Otherwise, you're just chasing hype. We've created a guide to help you decide. 🧵👇. 🔗

Stop costly engineering hiring mistakes! 💥 Bad hires derail roadmaps, crush morale & tank quality. Our guide helps you: .🚩 Spot critical red flags .✅ Master interview techniques for the RIGHT fit. Read how: #hiringtips #techhiring #badhire #scaling

🤔Is full automation with AI really the goal? Too many teams spend weeks tuning models for full autonomy but still miss the mark. At CodeLink, our AI experts collaborate with you to understand your business domain and pinpoint where AI-driven automation adds the most value.

🚨 Hiring AI engineers? Don’t get blinded by buzzwords. At CodeLink, we’ve built many pratical AI solutions and found the 4 essential skills for real-world success. See what they are 👉

🔍RAG in Practice: Your Go-To Cheatsheet. 🗜️We’ve broken down how RAG is reshaping industries and where it’s heading next. 👉 Whether you're tech-savvy or new to AI, this guide makes it easy to stay current with the latest in RAG. #RAG #AI #GenerativeAI #NLP

Confused by the #AI buzzwords? #LLMs, #RAG, AI Agents. 🤔 Cut through the noise! ✂️. Our latest article breaks down the spectrum of AI system design, showing the leap in capabilities (and complexity) at each stage. Explore the full breakdown at 👉

🚨 Did you know 70% of companies struggle to move AI projects past the exploration phase? Our recent guide reveals the 4 key pillars to successfully deploy Generative AI. 💡Explore the full guide here: #AI #GenerativeAI #AIDeployment #AIforBusiness

Hiring the top 2% of tech talent in Vietnam is no easy feat, but at CodeLink, we’ve built a proven strategy that works. Curious about how we do it? Our guide breaks it all down— don’t miss out. 💡 #CodeLink #TechTalent #Talent #recruitment

Most AI Projects Fail—Yours Doesn't Have To! A Deloitte report reveals that only 30% of organizations move beyond the AI exploration phase. Our guide reveals 4 key pillars for deploying Generative AI to turn AI ambition into tangible success. Read it at:

Our client, @leapxpert , secures $20M Series B funding led by Portage Ventures, redefining business communication and governance in the financial sector and beyond. Congratulations to the LeapXpert team on this milestone!. Read the full announcement at 👉

Discover best practices in prompt strategies and prompt engineering to enhance AI-generated outputs, demonstrating through a real-world AI storyboarding case study. 📷 Read the full article at

🇨🇦 The Canadian Communication and Media landscape is evolving fast, and the key to success? A clear and adaptable product vision. Read more 👉  #ProductVision #CanadaMedia #TechTrends #Innovation #DigitalStrategy

Ever wondered how to migrate 500,000+ lines of decade-old JavaScript codebase to TypeScript?Discover our step-by-step journey to gain insights into strategic migration planning ! 📷.#TypeScriptMigration #CodeRefactor #DeveloperInsights.