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Field notes from production AI.

Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.

All essays

Field notes, sorted by recency.

1314 essays
TECHNOLOGY Types of Technical Debt:A Full Classificationfor Engineering Leaders. Explore the full spectrum of technicaldebt and how to identify, detect, and… PEOPLE PROCESS PLATFORM PRACTICE TYPESTECHNICAL
Insights · Jul 3, 2025

Types of Technical Debt: A Full Classification for Engineering Leaders

Explore the full spectrum of technical debt and how to identify, detect, and manage each type with AI tools. A guide for CTOs, VPs of Engineering, and product leaders.

5 min read
TECHNOLOGY What Is Technical Debt?A Deep Guide for SaaSand Product Leaders. Discover the true cost of technicaldebt, why it compounds, and how… STRATEGY DELIVERY GOVERNANCE SCALE TECHNICALDEBT
Insights · Jul 3, 2025

What Is Technical Debt? A Deep Guide for SaaS and Product Leaders

Discover the true cost of technical debt, why it compounds, and how AI-augmented engineering teams can resolve it. A complete MOFU guide for CTOs and product leaders.

5 min read
TECHNOLOGY Serverless vsContainers: Which CloudArchitecture Is Rightfor Your Growing…. Discover the key differences betweenserverless and container architectures… SERVERLESS/CONTAINERS… Serverless Best fit for your caseSimpler to operateLower switching cost Containers: Which Added complexityHeavier toolingSteeper learning curve
Insights · Jun 27, 2025

Serverless vs Containers: Which Cloud Architecture Is Right for Your Growing Business?

Discover the key differences between serverless and container architectures. Learn which is best for your business based on scale, flexibility, DevOps maturity, and cost. Explore expert insights…

4 min read
TECHNOLOGY 2025 AWS CostOptimization Playbook:Real Strategies ThatWork. Struggling with rising AWS costs? This2025 playbook gives startup CTOs real… 100% EFFORT MIX Strategy 32% Engineering 26% Governance 24% Enablement 18%
Insights · Jun 26, 2025

2025 AWS Cost Optimization Playbook: Real Strategies That Work

Struggling with rising AWS costs? This 2025 playbook gives startup CTOs real, tested strategies to cut spend without compromising performance.

5 min read
TECHNOLOGY The 7 Most Common AWSMistakes CTOs Make AndHow to Fix Them. Avoid common AWS pitfalls. Learn howCTOs can fix security, cost, and scaling… MOSTCOMMON DO Start from metricsShip incrementallyAutomate the guardrails AVOID Big-bang rolloutsSkipping discoveryManual, ad-hoc checks
Insights · Jun 25, 2025

The 7 Most Common AWS Mistakes CTOs Make And How to Fix Them

Avoid common AWS pitfalls. Learn how CTOs can fix security, cost, and scaling issues with expert tips to keep your cloud lean and secure.

4 min read
TECHNOLOGY AWS Cost OptimizationGuide: Essential Toolsand Best Practices toSave Big. Discover the best AWS cost optimizationtools and strategies for 2025. Reduce… 100% EFFORT MIX Planning 32% Delivery 26% Testing 24% Support 18%
Insights · Jun 20, 2025

AWS Cost Optimization Guide: Essential Tools and Best Practices to Save Big

Discover the best AWS cost optimization tools and strategies for 2025. Reduce cloud spend by up to 40% with automation, rightsizing, and expert support.

5 min read
TECHNOLOGY How Smart Companies AreCutting Cloud Costs in2025 with AI. Discover how leading companies arereducing cloud costs by up to 40% in… 100% EFFORT MIX Planning 32% Delivery 26% Testing 24% Support 18%
Insights · Jun 17, 2025

How Smart Companies Are Cutting Cloud Costs in 2025 with AI

Discover how leading companies are reducing cloud costs by up to 40% in 2025 using AI, automation, and FinOps. Learn actionable AWS strategies from Logiciel’s certified experts.

4 min read
TECHNOLOGY Common Security Risks inOffshore SoftwareDevelopment and How toAddress Them. Learn the top security risks in offshoresoftware development and how to avoid… 01 Scope 02 Build 03 Launch 04 Iterate
Insights · Jun 13, 2025

Common Security Risks in Offshore Software Development and How to Address Them

Learn the top security risks in offshore software development and how to avoid them with practical steps and clear solutions.

4 min read
TECHNOLOGY Offshore, Nearshore orHybrid Development: Howto Choose the RightModel. Compare offshore, nearshore, and hybriddevelopment models. Find the best… 01 Scope 02 Build 03 Launch 04 Iterate
Insights · Jun 12, 2025

Offshore, Nearshore or Hybrid Development: How to Choose the Right Model

Compare offshore, nearshore, and hybrid development models. Find the best outsourcing strategy for your startup's budget, scale, and product goals.

5 min read
TECHNOLOGY How AI Is Transformingthe SaaS Landscape (AndWhat Your Dev Team MustDo About It). Learn how AI is reshaping SaaS - fromfaster MVPs to smarter product… STRATEGY DELIVERY GOVERNANCE SCALE AITRANSFORMING
Insights · Jun 10, 2025

How AI Is Transforming the SaaS Landscape (And What Your Dev Team Must Do About It)

Learn how AI is reshaping SaaS - from faster MVPs to smarter product strategies - and learn what your dev team must do to stay ahead of the curve.

5 min read
TECHNOLOGY Hidden Costs ofOffshoreDevelopment. Identify the top 5 hidden costs inoffshore software development - even… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · Jun 6, 2025

Hidden Costs of Offshore Development

Identify the top 5 hidden costs in offshore software development - even with AI-powered teams - and learn how startups can avoid delays, tech debt, and overruns.

7 min read
TECHNOLOGY Agile OffshoreDevelopment : How toBuild High-PerformanceGlobal Dev Teams That…. How to make agile work with offshoreteams, overlap hours, ownership, and the… 01 Discover 02 Prototype 03 Harden 04 Roll out
Insights · Jun 4, 2025

Agile Offshore Development : How to Build High-Performance Global Dev Teams That Deliver

How to make agile work with offshore teams, overlap hours, ownership, and the AI-first model that ships like in-house.

6 min read
TECHNOLOGY Technical Debt: TheSilent Startup Killer(And How to Avoid It). Learn how technical debt builds up instartups, why it stalls growth, and what… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · Jun 3, 2025

Technical Debt: The Silent Startup Killer (And How to Avoid It)

Learn how technical debt builds up in startups, why it stalls growth, and what proven steps you can take to manage or avoid it - without slowing your team down.

7 min read
TECHNOLOGY AI-Powered MVP vs.Traditional Development:Which One Wins?. Compare AI-powered vs. traditional MVPdevelopment. Learn which approach… AI-POWEREDMVP /TRADITIONAL… AI-Powered MVP Best fit for your caseSimpler to operateLower switching cost Traditional Development: Added complexityHeavier toolingSteeper learning curve
Insights · May 22, 2025

AI-Powered MVP vs. Traditional Development: Which One Wins?

Compare AI-powered vs. traditional MVP development. Learn which approach delivers faster, leaner, and smarter results for your startup's first product.

6 min read
TECHNOLOGY Can AI Close theCommunication Gap inOffshore SoftwareProjects?. Struggling with miscommunication inoffshore software teams? Discover how AI… 100% EFFORT MIX Planning 32% Delivery 26% Testing 24% Support 18%
Insights · May 21, 2025

Can AI Close the Communication Gap in Offshore Software Projects?

Struggling with miscommunication in offshore software teams? Discover how AI collaboration tools reduce delays, improve feedback, and enhance global team alignment for faster, more reliable…

5 min read
TECHNOLOGY Top AI Tools EveryOffshore DeveloperIs Using in 2025. Explore the best AI-powered toolstransforming offshore software… DESIGN SHIP OBSERVE REFINE TOP
Insights · May 20, 2025

Top AI Tools Every Offshore Developer Is Using in 2025

Explore the best AI-powered tools transforming offshore software development in 2025. See how Logiciel Solutions uses them to deliver faster, smarter results. Visit Today!

4 min read
TECHNOLOGY 90-Day AI-PoweredMVP: How to Build &Launch Fast. Learn how to build and launch a scalableAI-powered MVP in just 90 days. Learn… DESIGN SHIP OBSERVE REFINE 90
Insights · May 16, 2025

90-Day AI-Powered MVP: How to Build & Launch Fast

Learn how to build and launch a scalable AI-powered MVP in just 90 days. Learn step-by-step strategies, tools, and real-world success stories to validate your startup idea faster and smarter with…

5 min read
TECHNOLOGY Scalability in SaaSStartups: Why It Mattersfrom Day One. Discover why scalability is crucial forSaaS startups from day one. Learn how to… ASSESS ADOPT OPTIMIZE GOVERN
Insights · May 15, 2025

Scalability in SaaS Startups: Why It Matters from Day One

Discover why scalability is crucial for SaaS startups from day one. Learn how to build a scalable SaaS platform, avoid costly mistakes, and ensure long-term growth with expert tips from Logiciel…

6 min read
TECHNOLOGY The Rise of HybridOffshore-NearshoreTeams: AI CollaborationAcross Time Zones. Discover how Logiciel Solutions helpsglobal businesses accelerate delivery… DESIGN SHIP OBSERVE REFINE RISE
Insights · May 14, 2025

The Rise of Hybrid Offshore-Nearshore Teams: AI Collaboration Across Time Zones

Discover how Logiciel Solutions helps global businesses accelerate delivery, cut costs, and boost collaboration through hybrid offshore-nearshore software development - powered by AI and built for…

7 min read
TECHNOLOGY Why U.S. Tech Firms AreChoosing AI-PoweredOffshore Micro-Teams in2025. Learn how U.S. tech startups useAI-powered offshore micro-teams in 2025… STRATEGY DELIVERY GOVERNANCE SCALE TECH FIRMS
Insights · May 13, 2025

Why U.S. Tech Firms Are Choosing AI-Powered Offshore Micro-Teams in 2025

Learn how U.S. tech startups use AI-powered offshore micro-teams in 2025 to accelerate development, access top talent, and deliver faster innovation.

7 min read
TECHNOLOGY How AI Is TotallyChanging the Game forReal Estate andConstruction Tech. Learn how AI is transforming the realestate and construction industries with… ARCHITECTURE SECURITY RELIABILITY COST AI TOTALLY
Insights · May 9, 2025

How AI Is Totally Changing the Game for Real Estate and Construction Tech

Learn how AI is transforming the real estate and construction industries with smarter property valuations, faster transactions, and improved workflows. Learn how AI-powered solutions are enhancing…

6 min read
TECHNOLOGY How AI Is TransformingOffshore Development: ALook at Next-Gen CodingAssistants. Learn how AI coding assistants likeGitHub Copilot are transforming offshore… ARCHITECTURE SECURITY RELIABILITY COST AITRANSFORMING
Insights · May 8, 2025

How AI Is Transforming Offshore Development: A Look at Next-Gen Coding Assistants

Learn how AI coding assistants like GitHub Copilot are transforming offshore development by accelerating delivery, improving quality, and driving innovation.

5 min read
TECHNOLOGY AWS Cost Optimizationvs. Security: Strikingthe Right Balance forYour Cloud Strategy. Learn how to balance AWS costoptimization with strong cloud security… AWS COST /SECURITY:STRIKING AWS Cost Best fit for your caseSimpler to operateLower switching cost Security: Striking Added complexityHeavier toolingSteeper learning curve
Insights · May 7, 2025

AWS Cost Optimization vs. Security: Striking the Right Balance for Your Cloud Strategy

Learn how to balance AWS cost optimization with strong cloud security. Discover strategies to reduce AWS spend without compromising compliance or protection.

4 min read
TECHNOLOGY The Future of AI inEcommerce: What StartupsNeed to Know. Find out how ecommerce startups canimplement AI to personalize shopping… MODEL DEPLOY MONITOR ITERATE FUTURE
Insights · May 2, 2025

The Future of AI in Ecommerce: What Startups Need to Know

Find out how ecommerce startups can implement AI to personalize shopping, automate tasks, and scale faster. Real-world trends and MVP tips included.

5 min read
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