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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.

1464 essays
TECHNOLOGY Technical Debt vsFeature Development:What’s the Tradeoff?. Struggling to balance new features andcode cleanup? Learn when to focus on… TECHNICALDEBT /FEATURE… Technical Debt Best fit for your caseSimpler to operateLower switching cost Feature Development: Added complexityHeavier toolingSteeper learning curve
Insights · Jul 11, 2025

Technical Debt vs Feature Development: What’s the Tradeoff?

Struggling to balance new features and code cleanup? Learn when to focus on technical debt vs feature delivery, with real SaaS examples and tips.

4 min read
TECHNOLOGY Balancing Speed andQuality: When to AcceptTechnical Debt. Learn when it’s okay to take ontechnical debt,and how to manage it… 01 Scope 02 Build 03 Launch 04 Iterate
Insights · Jul 11, 2025

Balancing Speed and Quality: When to Accept Technical Debt

Learn when it’s okay to take on technical debt,and how to manage it without stalling your team. Built for tech leaders shipping fast at scale.

4 min read
TECHNOLOGY How Technical DebtSlows Down YourProduct Team. Discover how technical debt silentlyerodes product team velocity and what… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · Jul 11, 2025

How Technical Debt Slows Down Your Product Team

Discover how technical debt silently erodes product team velocity and what you can do about it. Learn strategies to regain speed and control.

5 min read
TECHNOLOGY Transform Your Businesswith Innovative SoftwareModernization Services. Discover how software modernizationservices can transform your business by… 100% EFFORT MIX Planning 32% Delivery 26% Testing 24% Support 18%
Insights · Jul 11, 2025

Transform Your Business with Innovative Software Modernization Services

Discover how software modernization services can transform your business by enhancing agility and improving user experiences. Learn more today!

4 min read
TECHNOLOGY How Cloud ApplicationModernization Can DriveBusiness Growth. Discover how cloud applicationmodernization can drive business growth… DISCOVERY DESIGN DELIVERY SCALE
Insights · Jul 11, 2025

How Cloud Application Modernization Can Drive Business Growth

Discover how cloud application modernization can drive business growth by integrating legacy systems and optimizing application performance. Learn more today!

5 min read
TECHNOLOGY 5 Signs You Need aLegacy SoftwareModernization CompanyToday. Discover the top 5 signs indicating youneed a legacy software modernization… STRATEGY DELIVERY GOVERNANCE SCALE SIGNS NEED
Insights · Jul 11, 2025

5 Signs You Need a Legacy Software Modernization Company Today

Discover the top 5 signs indicating you need a legacy software modernization company to enhance performance and reduce costs. Learn more today!

4 min read
TECHNOLOGY Tools to Trackand ManageTechnical Debt. See which technical debt tools helpengineering leaders measure risk… 100% EFFORT MIX Build 32% Integrate 26% Secure 24% Operate 18%
Insights · Jul 11, 2025

Tools to Track and Manage Technical Debt

See which technical debt tools help engineering leaders measure risk, prioritize remediation, and protect velocity across code and infrastructure.

22 min read
TECHNOLOGY Technical DebtCalculator: QuantifyYour Engineering Drag. Use our AI-powered technical debtcalculator to measure hidden costs and… 01 Ad hoc 02 Managed 03 Defined 04 Optimized TECHNICAL DEBT
Insights · Jul 3, 2025

Technical Debt Calculator: Quantify Your Engineering Drag

Use our AI-powered technical debt calculator to measure hidden costs and plan your reduction strategy. Tailored for CTOs, VPs of Engineering, and product leaders.

5 min read
TECHNOLOGY Technical DebtManagement: A ModernFramework for SaaS andProduct Leaders. Learn how to manage and reduce technicaldebt using AI tools, agile frameworks… 01 Scope 02 Build 03 Launch 04 Iterate
Insights · Jul 3, 2025

Technical Debt Management: A Modern Framework for SaaS and Product Leaders

Learn how to manage and reduce technical debt using AI tools, agile frameworks, and prioritization strategies. Built for CTOs and product engineering teams.

5 min read
TECHNOLOGY Refactoring TechnicalDebt: Strategic Playbookfor High-PerformanceEngineering Teams. Learn how to plan, prioritize, andexecute technical debt refactoring in… 01 Scope 02 Build 03 Launch 04 Iterate
Insights · Jul 3, 2025

Refactoring Technical Debt: Strategic Playbook for High-Performance Engineering Teams

Learn how to plan, prioritize, and execute technical debt refactoring in fast-moving SaaS teams. Get frameworks, tools, and real case studies.

6 min read
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
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