Writing about engineering, AI, and leadership.https://pixari.dev/en-ushello@pixari.dev (Raffaele Pizzari)hello@pixari.dev (Raffaele Pizzari)https://pixari.dev/images/raffaele-pizzari-200.jpghttps://pixari.devhttps://pixari.dev/ai-assisted-product-engineering/https://pixari.dev/ai-assisted-product-engineering/Most LLM coding tools live inside a single editor session. Real product engineering doesn't. An architecture that orchestrates Claude Code across the full software lifecycle, with Python handling the mechanical steps and the agent invoked only when judgment is required.Tue, 05 May 2026 00:00:00 GMTEngineeringAIhttps://pixari.dev/bullish-on-ai-coding-thats-why-i-take-the-risks-seriously/https://pixari.dev/bullish-on-ai-coding-thats-why-i-take-the-risks-seriously/The loudest AI enthusiasts are also the most allergic to discussing tradeoffs. That's the real risk. Honest enthusiasm is what keeps promising technologies alive.Mon, 04 May 2026 00:00:00 GMTAIEngineeringLeadershiphttps://pixari.dev/you-cannot-mandate-your-way-to-ai-adoption/https://pixari.dev/you-cannot-mandate-your-way-to-ai-adoption/Mandating AI tool usage, monitoring individual adoption, or ignoring it entirely. Three responses. All wrong. The AI adoption problem is a people problem, not a deployment problem.Sun, 19 Apr 2026 00:00:00 GMTAILeadershipEngineeringhttps://pixari.dev/the-missing-dimension-in-software-estimation/https://pixari.dev/the-missing-dimension-in-software-estimation/The gap between estimate and delivery isn't an estimation problem. It's an organizational one.Wed, 08 Apr 2026 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/the-engineering-manager-role-is-mutating/https://pixari.dev/the-engineering-manager-role-is-mutating/Same title, different job. The EM role is mutating faster than the job descriptions can keep up.Sat, 04 Apr 2026 00:00:00 GMTLeadershipEngineeringAIhttps://pixari.dev/i-built-a-game-that-teaches-git-by-making-you-type-real-commands/https://pixari.dev/i-built-a-game-that-teaches-git-by-making-you-type-real-commands/Most git tutorials show you diagrams. Gitvana drops you in a terminal inside a pixel-art monastery and makes you earn your enlightenment one commit at a time.Thu, 02 Apr 2026 00:00:00 GMTEngineeringPersonalAIhttps://pixari.dev/the-ai-echo-chamber-is-the-new-agile-industrial-complex/https://pixari.dev/the-ai-echo-chamber-is-the-new-agile-industrial-complex/I've seen this movie before. A useful tool gets swallowed by a content machine, and the people who should be paying attention tune out. It happened with Agile. It's happening with AI.Wed, 01 Apr 2026 00:00:00 GMTAILeadershiphttps://pixari.dev/how-i-built-a-real-time-geopolitical-event-pipeline-with-embeddings-and-llms/https://pixari.dev/how-i-built-a-real-time-geopolitical-event-pipeline-with-embeddings-and-llms/A deep technical walkthrough of a 7-stage pipeline that ingests 100+ RSS feeds, clusters articles with vector embeddings, synthesises structured events through multi-pass LLM processing, and serves them on a live dashboard with conflict tracking and automated alerting.Fri, 13 Mar 2026 00:00:00 GMTEngineeringAIPersonalhttps://pixari.dev/building-global-crisis-monitor-real-time-geopolitical-intelligence-dashboard/https://pixari.dev/building-global-crisis-monitor-real-time-geopolitical-intelligence-dashboard/I built a system that ingests 80+ news feeds, clusters them with embeddings, synthesises events with AI, and surfaces a live map and briefings-plus auto-publishing to X and Threads.Fri, 06 Mar 2026 00:00:00 GMTEngineeringPersonalAIhttps://pixari.dev/i-builtthe-tool-my-public-speaking-anxiety-needed/https://pixari.dev/i-builtthe-tool-my-public-speaking-anxiety-needed/A zero-friction teleprompter for talks and Zoom: no signup, no backend, with a compact mode that keeps you looking at the camera instead of the script.Sun, 01 Feb 2026 00:00:00 GMTEngineeringPersonalhttps://pixari.dev/how-i-built-my-perfect-family-budget-app-in-just-3-days/https://pixari.dev/how-i-built-my-perfect-family-budget-app-in-just-3-days/Frustrated by budget apps that couldn't tell me where my money went, I built my own with Next.js and automation—and got real visibility in days.Tue, 20 Jan 2026 00:00:00 GMTEngineeringPersonalhttps://pixari.dev/the-year-i-stopped-apologizing-for-the-chaos/https://pixari.dev/the-year-i-stopped-apologizing-for-the-chaos/Parenting young kids while leading a team: on guilt, the myth of balance, and finally refusing to apologize for being human.Fri, 19 Dec 2025 00:00:00 GMTPersonalLeadershiphttps://pixari.dev/the-abundance-trap-why-we-are-renting-the-future/https://pixari.dev/the-abundance-trap-why-we-are-renting-the-future/AI doesn't abolish scarcity—it reorganizes it. Why cheap output hides who controls the real choke points: compute, energy, and capacity.Sun, 14 Dec 2025 00:00:00 GMTAIhttps://pixari.dev/the-paradox-of-ai-acceleration-why-we-are-typing-faster-but-shipping-slower/https://pixari.dev/the-paradox-of-ai-acceleration-why-we-are-typing-faster-but-shipping-slower/AI lets us generate more code—but cycle times aren't dropping. Why velocity without tests, review, and observability just adds mass and risk.Wed, 03 Dec 2025 00:00:00 GMTAIEngineeringhttps://pixari.dev/dont-ask-ai-to-build-the-house-ask-it-to-build-the-scaffolding/https://pixari.dev/dont-ask-ai-to-build-the-house-ask-it-to-build-the-scaffolding/The real value of AI in development isn't production code—it's support code: tooling, tests, and scaffolding that gets you to the hard part faster.Sun, 30 Nov 2025 00:00:00 GMTAIEngineeringhttps://pixari.dev/future-proofing-is-cowardice-build-for-today-or-dont-build-at-all/https://pixari.dev/future-proofing-is-cowardice-build-for-today-or-dont-build-at-all/Future-proof architecture often hides fear of shipping. Why building for today beats hedging with abstraction—and how to ship without the vanity.Thu, 27 Nov 2025 00:00:00 GMTEngineeringhttps://pixari.dev/the-trap-of-the-hero/https://pixari.dev/the-trap-of-the-hero/Being the person who saves the day feels like respect—but it's often a trap. Why the hero role becomes a bottleneck and how to let go.Wed, 26 Nov 2025 00:00:00 GMTLeadershiphttps://pixari.dev/when-the-hard-part-was-the-point/https://pixari.dev/when-the-hard-part-was-the-point/Solving a problem in seconds with AI left me feeling robbed—of the struggle, the flow, and the identity built around enduring the friction.Mon, 24 Nov 2025 00:00:00 GMTPersonalEngineeringhttps://pixari.dev/betting-on-engineering-not-trends/https://pixari.dev/betting-on-engineering-not-trends/The AI hype will fade but the tech won't. How to prepare your engineering practices and codebase for what comes next—without buying the noise.Wed, 19 Nov 2025 00:00:00 GMTEngineeringAIhttps://pixari.dev/why-empathy-is-a-hard-skill/https://pixari.dev/why-empathy-is-a-hard-skill/Empathy isn't soft—it's what makes radical candor work. How caring personally and challenging directly build teams that perform and trust.Mon, 18 Aug 2025 00:00:00 GMTLeadershiphttps://pixari.dev/not-all-technical-debt-needs-to-be-repaid/https://pixari.dev/not-all-technical-debt-needs-to-be-repaid/Treating every tech debt as urgent leads to paralysis. Use the interest-rate test to pay down what hurts and leave the rest documented.Fri, 11 Jul 2025 00:00:00 GMTEngineeringhttps://pixari.dev/the-most-valuable-code-is-the-code-you-never-write/https://pixari.dev/the-most-valuable-code-is-the-code-you-never-write/YAGNI in practice: the best code is often the code you don't write. How to resist future-proofing and ship simple, adaptable solutions.Wed, 11 Jun 2025 00:00:00 GMTEngineeringhttps://pixari.dev/why-your-teams-docs-are-a-strategic-asset-not-an-afterthought/https://pixari.dev/why-your-teams-docs-are-a-strategic-asset-not-an-afterthought/Good documentation is kindness to your future self and your team. Why treating docs as a high-leverage asset pays off in autonomy and stability.Tue, 03 Jun 2025 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/navigating-the-challenges-of-cross-functional-teams-the-role-of-governance-and-common-goals/https://pixari.dev/navigating-the-challenges-of-cross-functional-teams-the-role-of-governance-and-common-goals/Cross-functional teams often struggle because of missing governance and unclear common goals. How to fix both so teams can deliver and people can thrive.Thu, 29 May 2025 00:00:00 GMTLeadershiphttps://pixari.dev/from-attention-economy-to-thinking-economy-the-ai-challenge/https://pixari.dev/from-attention-economy-to-thinking-economy-the-ai-challenge/As AI automates more tasks, the challenge isn't just jobs—it's protecting and developing our capacity for deep thinking and creativity.Fri, 16 May 2025 00:00:00 GMTAIhttps://pixari.dev/imposter-syndrome-for-new-lead-developers-overcoming-self-doubt/https://pixari.dev/imposter-syndrome-for-new-lead-developers-overcoming-self-doubt/Stepping into a lead role often brings imposter syndrome. How to shift from needing all the answers to enabling the team to find them together.Fri, 16 May 2025 00:00:00 GMTLeadershipPersonalhttps://pixari.dev/focusing-on-the-why-not-just-the-how/https://pixari.dev/focusing-on-the-why-not-just-the-how/Avoid cargo-cult Agile by keeping teams focused on the spirit of agility—adaptability, value, and improvement—instead of rigidly executing the how.Sat, 03 May 2025 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/how-product-engineers-drive-saas-growth/https://pixari.dev/how-product-engineers-drive-saas-growth/Product engineers bridge the gap between building and user value. How they drive SaaS growth through empathy, outcomes, and full-stack ownership.Wed, 16 Apr 2025 00:00:00 GMTProductEngineeringhttps://pixari.dev/building-a-product-minded-engineering-culture/https://pixari.dev/building-a-product-minded-engineering-culture/How to foster product-minded engineers: outcomes over output, user contact, and alignment between engineering and product.Fri, 14 Mar 2025 00:00:00 GMTProductEngineeringLeadershiphttps://pixari.dev/from-ic-to-engineering-manager-first-90-days/https://pixari.dev/from-ic-to-engineering-manager-first-90-days/Your first 90 days as an engineering manager: what to do, what to avoid, and how to set yourself and your team up for success.Wed, 08 Jan 2025 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/how-to-hire-and-retain-senior-engineers/https://pixari.dev/how-to-hire-and-retain-senior-engineers/Practical advice on hiring senior engineers and keeping them: what to look for, how to sell the role, and what actually drives retention.Wed, 30 Oct 2024 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/using-ai-in-the-software-development-lifecycle-without-slowing-shipping/https://pixari.dev/using-ai-in-the-software-development-lifecycle-without-slowing-shipping/Where AI helps in the SDLC—and where it doesn’t. How to adopt AI coding tools and automation without slowing down delivery.Wed, 11 Sep 2024 00:00:00 GMTEngineeringAIhttps://pixari.dev/remote-and-hybrid-engineering-teams-what-actually-works/https://pixari.dev/remote-and-hybrid-engineering-teams-what-actually-works/Practical practices for remote and hybrid engineering teams: async communication, rituals, and clarity that keep teams aligned and shipping.Fri, 28 Jun 2024 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/how-to-give-and-receive-technical-feedback-code-review-and-beyond/https://pixari.dev/how-to-give-and-receive-technical-feedback-code-review-and-beyond/Technical feedback in code reviews and design discussions builds quality and trust when done well. A practical guide to giving and receiving it.Wed, 03 Apr 2024 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/engineering-metrics-that-actually-improve-outcomes/https://pixari.dev/engineering-metrics-that-actually-improve-outcomes/Velocity and story points often mislead. Here are engineering metrics that tie to delivery, quality, and team health—and how to use them.Fri, 19 Jan 2024 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/what-is-a-staff-engineer-and-how-do-you-get-there/https://pixari.dev/what-is-a-staff-engineer-and-how-do-you-get-there/Staff and Principal Engineers shape technical direction and org impact, not just code. Here’s what the role is and how to grow into it.Tue, 07 Nov 2023 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/technical-debt-when-to-pay-it-down-vs-when-to-live-with-it/https://pixari.dev/technical-debt-when-to-pay-it-down-vs-when-to-live-with-it/Not all technical debt should be repaid. A practical framework for when to refactor, when to document and contain, and when to leave it alone.Tue, 22 Aug 2023 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/how-to-run-effective-engineering-1-1s-agenda-frequency-outcomes/https://pixari.dev/how-to-run-effective-engineering-1-1s-agenda-frequency-outcomes/A practical guide to engineering 1:1s: how often to run them, what to put on the agenda, and how to turn conversations into clear outcomes and trust.Fri, 12 May 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/how-to-say-no-and-yes-as-an-engineering-leader/https://pixari.dev/how-to-say-no-and-yes-as-an-engineering-leader/Saying no is part of the job. How to say no clearly and respectfully, when to say yes, and how to offer alternatives that protect your team.Tue, 09 May 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/running-effective-sprint-planning-without-the-theater/https://pixari.dev/running-effective-sprint-planning-without-the-theater/Sprint planning that actually aligns the team: how long it should take, what to prepare, and how to avoid ceremony without substance.Tue, 02 May 2023 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/when-to-hire-your-first-engineering-manager/https://pixari.dev/when-to-hire-your-first-engineering-manager/Signals that it's time to hire your first engineering manager, what to look for, and how to make the transition without losing velocity.Tue, 25 Apr 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/building-trust-between-product-and-engineering/https://pixari.dev/building-trust-between-product-and-engineering/How to build trust between product and engineering: shared goals, clear boundaries, and habits that reduce us-vs-them and improve delivery.Tue, 18 Apr 2023 00:00:00 GMTProductEngineeringLeadershiphttps://pixari.dev/career-conversations-how-to-talk-about-growth-with-your-manager/https://pixari.dev/career-conversations-how-to-talk-about-growth-with-your-manager/How to have effective career conversations with your manager: what to ask for, how to prepare, and how to turn them into actionable next steps.Tue, 11 Apr 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/handling-conflict-in-engineering-teams/https://pixari.dev/handling-conflict-in-engineering-teams/Conflict in engineering teams is normal. How to address it early, facilitate constructive disagreement, and when to escalate.Tue, 04 Apr 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/delegation-for-engineering-managers-what-to-let-go-first/https://pixari.dev/delegation-for-engineering-managers-what-to-let-go-first/Practical delegation for engineering managers: what to delegate first, how to hand off without micromanaging, and when to step back in.Tue, 28 Mar 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/onboarding-new-engineers-first-30-days-that-stick/https://pixari.dev/onboarding-new-engineers-first-30-days-that-stick/A practical plan for the first 30 days of engineering onboarding: setup, context, first contributions, and how to measure success.Tue, 21 Mar 2023 00:00:00 GMTLeadershipEngineeringhttps://pixari.dev/writing-better-rfcs-and-design-docs/https://pixari.dev/writing-better-rfcs-and-design-docs/RFCs and design docs that get read and get feedback: structure, audience, and how to make decisions instead of endless discussion.Sun, 12 Mar 2023 00:00:00 GMTEngineeringLeadershiphttps://pixari.dev/how-to-run-effective-retrospectives-and-get-real-change/https://pixari.dev/how-to-run-effective-retrospectives-and-get-real-change/Retrospectives that actually lead to change: structure, facilitation tips, and how to turn discussion into experiments the team will run.Sun, 05 Mar 2023 00:00:00 GMTLeadershipEngineering