Articles by Matheus Haddad on management, leadership, AI and software development.https://matheushaddad.com/enhttps://matheushaddad.com/en/articles/your-ai-strategy-is-the-new-spotify-model/https://matheushaddad.com/en/articles/your-ai-strategy-is-the-new-spotify-model/The Spotify model was copied worldwide, but not even Spotify used it that way. With AI, the cycle repeats: companies copy the case and forget the context.Tue, 13 Oct 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/every-company-without-a-boss-has-an-invisible-boss/https://matheushaddad.com/en/articles/every-company-without-a-boss-has-an-invisible-boss/Abolishing formal hierarchy doesn't abolish power, it makes it invisible. With AI, a manager's functions move to systems no one deliberately configured.Mon, 05 Oct 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/2020-vs-2026-a-day-in-the-life-of-a-software-developer/https://matheushaddad.com/en/articles/2020-vs-2026-a-day-in-the-life-of-a-software-developer/The same developer on two Tuesdays, in 2020 and in 2026: what left his hands, what took its place and what AI did not replace.Tue, 29 Sep 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/ai-in-the-software-development-process/https://matheushaddad.com/en/articles/ai-in-the-software-development-process/"Adopting AI" doesn't describe a way of working. Four modes, from no AI to agent orchestration, and how to choose the right one for each activity.Tue, 22 Sep 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/is-ai-deciding-the-route-or-the-destination-of-work/https://matheushaddad.com/en/articles/is-ai-deciding-the-route-or-the-destination-of-work/AI is taking over the "how" of work, not the "what". Its method helps when it carries knowledge the person lacks and hurts when it smothers their own.Tue, 08 Sep 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/the-digital-artisan-in-their-new-atelie-de-software/https://matheushaddad.com/en/articles/the-digital-artisan-in-their-new-atelie-de-software/AI expands what software developers can do, but quality still depends on experience, method and a harness built on context, tests and limits.Fri, 28 Aug 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/ai-changes-almost-everything-in-your-company-except-the-power-game/https://matheushaddad.com/en/articles/ai-changes-almost-everything-in-your-company-except-the-power-game/AI can cut layers and automate coordination, but it doesn't end the fight over status and the right to decide. It creates new currencies of power.Tue, 25 Aug 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/ai-wont-cut-costs-in-your-operation-it-will-cut-your-margin-for-error/https://matheushaddad.com/en/articles/ai-wont-cut-costs-in-your-operation-it-will-cut-your-margin-for-error/AI speeds up production, not the handling of the unexpected. Cutting slack based on that gain removes the margin an operation uses to absorb variability.Tue, 18 Aug 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/the-mysterious-golden-legend-of-saint-james/https://matheushaddad.com/en/articles/the-mysterious-golden-legend-of-saint-james/The scallop shell, the star, the stone boat and Queen Lupa: the legend of Saint James is a Christian story told over far older layers of the Iberian Peninsula.Sun, 16 Aug 2026 00:00:00 GMTHobbieshttps://matheushaddad.com/en/articles/artificial-intelligence-wont-replace-managers-it-will-replace-switchboard-operators/https://matheushaddad.com/en/articles/artificial-intelligence-wont-replace-managers-it-will-replace-switchboard-operators/AI automates the part of management that only routes information, like the switchboard operator. Judgment that depends on unrecorded context is another matter.Thu, 13 Aug 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/ai-is-breaking-open-walls-in-organizations/https://matheushaddad.com/en/articles/ai-is-breaking-open-walls-in-organizations/By automating processes, AI exposes the tacit rules, exceptions and shortcuts that kept operations going. The challenge is governance and organizational design.Tue, 11 Aug 2026 00:00:00 GMTAI, Work & Organizationshttps://matheushaddad.com/en/articles/the-forgotten-route-of-the-ancient-builders/https://matheushaddad.com/en/articles/the-forgotten-route-of-the-ancient-builders/Before the French Way existed, an initiatory route of builders already crossed the Pyrenees. I rebuilt its path from the clues left by Louis Charpentier.Mon, 06 Jul 2026 00:00:00 GMTHobbieshttps://matheushaddad.com/en/articles/workfit-me-discover-your-place-of-potential-in-under-10-minutes/https://matheushaddad.com/en/articles/workfit-me-discover-your-place-of-potential-in-under-10-minutes/WorkFit.me turns the Cognitive Coherence and P-O Fit model into a 36-item test that identifies your Place of Potential and generates practical recommendations.Mon, 06 Jul 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/cognitive-coherence-and-the-onboarding-model-in-organizations/https://matheushaddad.com/en/articles/cognitive-coherence-and-the-onboarding-model-in-organizations/Standardized onboarding assumes everyone learns and integrates the same way. Cognitive Coherence proposes four integration models matched to each profile.Fri, 03 Jul 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/standardized-management-in-a-world-of-diverse-minds/https://matheushaddad.com/en/articles/standardized-management-in-a-world-of-diverse-minds/Management still treats people as interchangeable, a legacy of Taylor. Cognitive diversity calls for the reverse: workplaces built for different minds.Fri, 03 Jul 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/the-p-o-fit-matrix-and-the-16-places-of-potential/https://matheushaddad.com/en/articles/the-p-o-fit-matrix-and-the-16-places-of-potential/The P-O Fit Matrix turns the four Cognitive Coherence indices into 16 Places of Potential: relationships between person and context, not personality types.Tue, 30 Jun 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/the-four-indices-of-cognitive-coherence-at-work/https://matheushaddad.com/en/articles/the-four-indices-of-cognitive-coherence-at-work/Four indices make Cognitive Coherence measurable: two place a person on the P-O Fit Matrix and two qualify how robustly they sustain that position.Mon, 08 Jun 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/the-difference-between-a-group-and-a-team-and-the-invisible-cost/https://matheushaddad.com/en/articles/the-difference-between-a-group-and-a-team-and-the-invisible-cost/Groups and teams call for different modes of coordination. The interdependence of teams levies a tax that weighs more heavily on some profiles than on others.Mon, 11 May 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/cognitive-coherence/https://matheushaddad.com/en/articles/cognitive-coherence/Cognitive Coherence is the fit between how a person thinks, decides and acts and the power and communication architecture of the organization.Fri, 24 Apr 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/when-a-person-doesnt-fit-their-work/https://matheushaddad.com/en/articles/when-a-person-doesnt-fit-their-work/Low performance is not always an individual problem: competent people struggle in environments at odds with how they think, decide and coordinate their work.Fri, 17 Apr 2026 00:00:00 GMTCognitive Coherence & P-O Fithttps://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-4/https://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-4/Results, recognition and challenges of the Ateliê de Software Way: autonomy and transparency drive engagement, but people and clients must adapt.Wed, 13 Nov 2024 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-3/https://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-3/The structure and management practices at Ateliê de Software: autonomous networked teams, emergent leadership, decentralized decisions and transparency.Tue, 05 Nov 2024 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-2/https://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-2/The six values, four premises and nine principles that form the essence of the management style at Ateliê de Software and guide its decisions.Tue, 29 Oct 2024 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-1/https://matheushaddad.com/en/articles/the-management-style-at-atelie-de-software-part-1/The Ateliê de Software Way is a management style, not a model to copy: transparency, autonomy and collaboration, inspired by Semco, BetaCodex, Teal and Agile.Mon, 21 Oct 2024 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/a-journey-in-search-of-agility/https://matheushaddad.com/en/articles/a-journey-in-search-of-agility/From Scrum to Kanban, by way of XP, Lean Inception and UX: the story of Ateliê de Software shows that agility means continuously learning and adapting.Mon, 26 Aug 2024 00:00:00 GMTSoftware Developmenthttps://matheushaddad.com/en/articles/on-harassment-and-discrimination-in-organizations/https://matheushaddad.com/en/articles/on-harassment-and-discrimination-in-organizations/Reporting channels and training are only the starting point. How does your company's management model encourage or discourage harassment and discrimination?Wed, 02 Aug 2023 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/the-quiet-revolution-in-the-world-of-work/https://matheushaddad.com/en/articles/the-quiet-revolution-in-the-world-of-work/Remote work changed our relationship with work. Autonomy depends on self-knowledge, which comes from experience, builds awareness and creates learning.Mon, 10 Jul 2023 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/agile-hr-far-beyond-adopting-agile-methods/https://matheushaddad.com/en/articles/agile-hr-far-beyond-adopting-agile-methods/Adopting squads, Scrum or Kanban in HR is not enough if command and control stays intact. A truly agile HR bets on peer feedback, autonomy and transparency.Fri, 27 Jan 2023 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/education-and-schools-will-change-forever/https://matheushaddad.com/en/articles/education-and-schools-will-change-forever/The pandemic exposed the limits of a school built for another era. More than technology, change demands rethinking the role of teachers, parents and students.Wed, 22 Apr 2020 00:00:00 GMTEducationhttps://matheushaddad.com/en/articles/remote-work-an-opportunity-for-self-management/https://matheushaddad.com/en/articles/remote-work-an-opportunity-for-self-management/Remote work imposed by the quarantine can be the chance to swap supervision for trust and develop autonomy, collaboration and self-management in teams.Thu, 09 Apr 2020 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/autonomy-to-transform-organizations/https://matheushaddad.com/en/articles/autonomy-to-transform-organizations/Heteronomy sustains command and control; autonomy requires self-knowledge, trust and transparency. How do we move past the power structures inside companies?Sun, 19 Aug 2018 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/feedback-instead-of-performance-reviews/https://matheushaddad.com/en/articles/feedback-instead-of-performance-reviews/If performance is collective, does it make sense to evaluate each person in isolation? Why trade performance reviews for feedback cycles within the team.Wed, 04 Apr 2018 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/managing-people-or-the-system/https://matheushaddad.com/en/articles/managing-people-or-the-system/People and organization are not separate parts. A company is a complex adaptive system, built every day through the relationships between its agents.Thu, 30 Nov 2017 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/webgoals-management-style/https://matheushaddad.com/en/articles/webgoals-management-style/Without copying models, Webgoal built its own way of managing, with autonomy, collaboration and transparency. Every management style is a fingerprint.Tue, 14 Nov 2017 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/fear-driven-management/https://matheushaddad.com/en/articles/fear-driven-management/Two interchanges with few accidents: one safe through fear, the other through design. Is management at your company driven by fear or by trust?Tue, 26 Sep 2017 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/order-and-disorder-in-companies/https://matheushaddad.com/en/articles/order-and-disorder-in-companies/Traditional management seeks balance and efficiency as if the company were a machine. Complexity calls for imbalance in order to learn, innovate and adapt.Mon, 16 May 2016 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/what-a-pickup-soccer-game-can-teach-us-about-management/https://matheushaddad.com/en/articles/what-a-pickup-soccer-game-can-teach-us-about-management/A pickup soccer game shows the difference between constraints that guide the system and rules created to control and punish people.Wed, 01 Apr 2015 00:00:00 GMTManagement & Organizational Designhttps://matheushaddad.com/en/articles/lets-get-rid-of-bosses-and-the-new-hierarchy/https://matheushaddad.com/en/articles/lets-get-rid-of-bosses-and-the-new-hierarchy/Getting rid of bosses or creating a new hierarchy is not enough. Knowledge work calls for autonomy, transparency, trust and situational leadership.Fri, 06 Jun 2014 00:00:00 GMTManagement & Organizational Design