Insights on modern AI engineering practices and career development, written by experts from our corporate trainings and Software School.https://coyotiv.com/blog/en-gbhttps://coyotiv.com/blog/breaking-the-hardware-barrier-how-gea-stack-is-revolutionizing-game-development/https://coyotiv.com/blog/breaking-the-hardware-barrier-how-gea-stack-is-revolutionizing-game-development/GEA Stack compiles JavaScript, TypeScript, and Three.js ahead-of-time into native C++, letting teams ship the same codebase natively on Xbox Series X, macOS, and mobile. Coyotiv CEO Armağan Amcalar on the architecture behind Skytail.Wed, 23 Sep 2026 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/the-case-for-wile-e-coyote-engineer-how-a-cartoon-character-shaped-the-way-we-build/https://coyotiv.com/blog/the-case-for-wile-e-coyote-engineer-how-a-cartoon-character-shaped-the-way-we-build/The story behind the name Coyotiv begins with a question: what if Wile E. Coyote was actually an ambitious engineer working with terrible tools?Tue, 15 Sep 2026 00:00:00 GMTStorieshttps://coyotiv.com/blog/building-kurtulus-1919-how-ai-helped-turn-a-25-year-dream-into-a-strategy-game/https://coyotiv.com/blog/building-kurtulus-1919-how-ai-helped-turn-a-25-year-dream-into-a-strategy-game/Armağan Amcalar spent over two decades dreaming of a Risk-style strategy game about the Turkish War of Independence. Here's how modern AI finally made it possible.Tue, 25 Aug 2026 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/preparing-your-team-for-the-ai-era-why-90-percent-of-corporate-ai-projects-fail/https://coyotiv.com/blog/preparing-your-team-for-the-ai-era-why-90-percent-of-corporate-ai-projects-fail/Most enterprise AI pilots fail. Armağan Amcalar breaks down the systemic failures behind them, and what it takes to be in the 10%.Tue, 25 Aug 2026 00:00:00 GMTAIhttps://coyotiv.com/blog/every-plugin-you-own-one-pedalboard-meet-taurus/https://coyotiv.com/blog/every-plugin-you-own-one-pedalboard-meet-taurus/Taurus is a new Audio Unit host for Mac and iPad that turns your existing plugin collection into a real pedalboard, without locking you into another ecosystem.Tue, 18 Aug 2026 00:00:00 GMTProducts & researchhttps://coyotiv.com/blog/why-are-software-engineers-with-5-years-of-experience-going-back-to-school/https://coyotiv.com/blog/why-are-software-engineers-with-5-years-of-experience-going-back-to-school/Coyotiv's cohorts are increasingly filled with 3-5 year industry veterans, not just beginners. Armağan Amcalar on why the definition of a software engineer has permanently changed in the AI era.Mon, 06 Jul 2026 00:00:00 GMTAIhttps://coyotiv.com/blog/how-to-spot-effective-software-education-in-the-ai-era/https://coyotiv.com/blog/how-to-spot-effective-software-education-in-the-ai-era/AI can generate code, but what makes a software education actually valuable? Three defining markers of an engineering education that builds resilient professionals, from Coyotiv CEO Armağan Amcalar.Thu, 11 Jun 2026 00:00:00 GMTAIhttps://coyotiv.com/blog/the-end-of-just-in-case-learning-master-just-in-time-mastery/https://coyotiv.com/blog/the-end-of-just-in-case-learning-master-just-in-time-mastery/Information is no longer scarce — it's a flood. Coyotiv CEO Armağan Amcalar on why the future belongs to engineers who learn exactly what they need, exactly when they need it.Mon, 01 Jun 2026 00:00:00 GMTAIhttps://coyotiv.com/blog/the-architects-of-universal-athens-from-code-labor-to-digital-aristocracy/https://coyotiv.com/blog/the-architects-of-universal-athens-from-code-labor-to-digital-aristocracy/OpenAI's and Palantir's manifestos debate AI as social welfare or statecraft. Coyotiv CEO Armağan Amcalar proposes something more personal: a "Universal Athens" where AI agents free every professional to become an architect.Wed, 06 May 2026 00:00:00 GMTAIhttps://coyotiv.com/blog/from-coder-to-architect-learning-software-engineering-in-the-age-of-ai/https://coyotiv.com/blog/from-coder-to-architect-learning-software-engineering-in-the-age-of-ai/AI has taken over the bricklaying. Today's software engineers must become the architects of the future, and that changes everything about how we learn.Wed, 22 Apr 2026 00:00:00 GMTAIhttps://coyotiv.com/blog/introducing-gea-compile-time-reactive-ui-framework/https://coyotiv.com/blog/introducing-gea-compile-time-reactive-ui-framework/Gea turns ordinary classes and functions into surgical DOM updates. No virtual DOM. No hooks. No signals. Just your code, made reactive at build time.Thu, 19 Mar 2026 00:00:00 GMTProducts & researchhttps://coyotiv.com/blog/coyotiv-announces-raison-prompt-management/https://coyotiv.com/blog/coyotiv-announces-raison-prompt-management/Raison moves prompts out of application code and gives them version control, environment promotion, one-click rollbacks and automated optimization.Thu, 05 Mar 2026 00:00:00 GMTProducts & researchhttps://coyotiv.com/blog/braid-ai-reasoning-efficiency-74x/https://coyotiv.com/blog/braid-ai-reasoning-efficiency-74x/Research from OpenServ Labs and Coyotiv shows that with the BRAID framework, small models match larger ones in reasoning accuracy at up to 74x the performance per dollar.Fri, 19 Dec 2025 00:00:00 GMTProducts & researchhttps://coyotiv.com/blog/vibe-coding-cleanup-specialist-how-to-never-need-one/https://coyotiv.com/blog/vibe-coding-cleanup-specialist-how-to-never-need-one/"Vibe Coding Cleanup Specialist" is now a real job title on LinkedIn. Here's the playbook for shipping fast with AI without ever needing one.Tue, 16 Sep 2025 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/dont-just-prompt-architect-5-real-world-genai-projects-for-a-standout-portfolio/https://coyotiv.com/blog/dont-just-prompt-architect-5-real-world-genai-projects-for-a-standout-portfolio/The sea of "my first ChatGPT wrapper" projects is getting deep. Five project ideas that move past hello-world demos and force you to architect real solutions.Sat, 23 Aug 2025 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/breaking-the-algorithm-how-women-are-reshaping-ai-development/https://coyotiv.com/blog/breaking-the-algorithm-how-women-are-reshaping-ai-development/How women researchers like Joy Buolamwini and Timnit Gebru expose gender and racial bias in AI, and push for fairer systems. Written for the Diva Conference.Tue, 15 Jul 2025 00:00:00 GMTDiversityhttps://coyotiv.com/blog/diversity-in-tech-2024-international-womens-day/https://coyotiv.com/blog/diversity-in-tech-2024-international-womens-day/For International Women's Day, the stories of Tracy Chou, Kimberly Bryant and Poornima Vijayashanker and their work to close the gender gap in tech.Fri, 08 Mar 2024 00:00:00 GMTDiversityhttps://coyotiv.com/blog/diversity-scholarships-2023-november/https://coyotiv.com/blog/diversity-scholarships-2023-november/Two full scholarships for our 13th cohort, starting November 6, 2023, for people from groups underrepresented in tech.Fri, 08 Sep 2023 00:00:00 GMTDiversityhttps://coyotiv.com/blog/meet-tom-schwabe-our-graduate-from-cohort-11/https://coyotiv.com/blog/meet-tom-schwabe-our-graduate-from-cohort-11/Tom moved from project management at a cloud consultancy to building House Meister, his own app that cuts costs on Google Cloud.Tue, 01 Aug 2023 00:00:00 GMTStorieshttps://coyotiv.com/blog/unlocking-success-my-interview-journey-with-taiga/https://coyotiv.com/blog/unlocking-success-my-interview-journey-with-taiga/How Arzu Caner prepared for a two-month interview process for a junior backend role with the help of Taiga, an AI coding mentor.Mon, 24 Jul 2023 00:00:00 GMTProducts & researchhttps://coyotiv.com/blog/the-future-of-learning-software-with-kyle-simpson-and-armagan-amcalar/https://coyotiv.com/blog/the-future-of-learning-software-with-kyle-simpson-and-armagan-amcalar/An announcement for our live event on May 9, 2023, where Kyle Simpson and Armağan Amcalar discuss how AI is changing software engineering education.Wed, 03 May 2023 00:00:00 GMTSchoolhttps://coyotiv.com/blog/school-of-software-engineering-diversity-scholarship/https://coyotiv.com/blog/school-of-software-engineering-diversity-scholarship/Two full scholarships for our 12th cohort, starting May 30, 2023, for people from groups underrepresented in tech.Thu, 30 Mar 2023 00:00:00 GMTDiversityhttps://coyotiv.com/blog/the-problem-with-javascript/https://coyotiv.com/blog/the-problem-with-javascript/Why developers keep chasing new JavaScript frameworks, and a scientific way to choose the tools you build with.Thu, 30 Mar 2023 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/chatgpt-vs-software-engineers-can-it-replace-software-engineers/https://coyotiv.com/blog/chatgpt-vs-software-engineers-can-it-replace-software-engineers/What ChatGPT can do for software engineers, where it falls short, and why it won't replace them.Thu, 02 Feb 2023 00:00:00 GMTAIhttps://coyotiv.com/blog/what-does-a-full-stack-engineer-do/https://coyotiv.com/blog/what-does-a-full-stack-engineer-do/What a tech stack is, what full-stack engineers work on, what they earn in Germany and the US, and how to become one from scratch.Tue, 17 Jan 2023 00:00:00 GMTSchoolhttps://coyotiv.com/blog/roadmap-to-become-a-full-stack-software-engineer/https://coyotiv.com/blog/roadmap-to-become-a-full-stack-software-engineer/How to start at Coyotiv School of Software Engineering: choose full-time or self-paced, pick a way to pay, and fill out the registration form.Tue, 10 Jan 2023 00:00:00 GMTSchoolhttps://coyotiv.com/blog/5-myths-and-facts-about-income-share-agreements/https://coyotiv.com/blog/5-myths-and-facts-about-income-share-agreements/What income share agreements are, how repayment works with our partner Chancen eG, and five common misconceptions about them.Fri, 16 Dec 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/diversity-scholarships-2023/https://coyotiv.com/blog/diversity-scholarships-2023/Two full scholarships for our 11th cohort, starting February 20, 2023, for people from groups underrepresented in tech.Mon, 12 Dec 2022 00:00:00 GMTDiversityhttps://coyotiv.com/blog/ux-for-product-managers-course-from-coyotiv-mentor-mehmet-perk/https://coyotiv.com/blog/ux-for-product-managers-course-from-coyotiv-mentor-mehmet-perk/Product coach Mehmet Perk's six-hour online course, starting December 12, 2022, teaches product managers to judge product design and sketch ideas in wireframes.Thu, 17 Nov 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/how-to-master-problem-solving-skills/https://coyotiv.com/blog/how-to-master-problem-solving-skills/Software engineering is mostly problem-solving. Why that matters, and practical techniques like pseudocode, divide and conquer and the five whys.Fri, 14 Oct 2022 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/what-startups-need-to-grow/https://coyotiv.com/blog/what-startups-need-to-grow/How our CTO-and-a-team-as-a-service model works: a fractional CTO and a full-time team build your product while we hire your in-house engineers.Thu, 06 Oct 2022 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/how-to-plan-your-tech-career-visualize-it/https://coyotiv.com/blog/how-to-plan-your-tech-career-visualize-it/Practical steps to plan a career in tech: work out what you want, write a personal mission statement, build on your strengths and keep your goals where you see them.Mon, 19 Sep 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/installments/https://coyotiv.com/blog/installments/Our installment plan lets you pay for the software engineering course monthly with no extra interest. Residents of Germany have other options too.Tue, 13 Sep 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/diversity-scholarships-2022-august/https://coyotiv.com/blog/diversity-scholarships-2022-august/Two full scholarships for our tenth cohort, starting October 17, 2022, for people from groups underrepresented in tech.Mon, 15 Aug 2022 00:00:00 GMTDiversityhttps://coyotiv.com/blog/self-paced-software-engineering-course-experience/https://coyotiv.com/blog/self-paced-software-engineering-course-experience/İpek from our social media team starts the self-paced course next to her full-time job, with a two-week plan based on the book Deep Work.Fri, 17 Jun 2022 00:00:00 GMTStorieshttps://coyotiv.com/blog/how-to-survive-coyotiv/https://coyotiv.com/blog/how-to-survive-coyotiv/Tips for getting through our full-stack software engineering track: set goals, don't let imposter syndrome win, take breaks, ask questions and look after yourself.Mon, 13 Jun 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/study-first-pay-later-chancen-eg/https://coyotiv.com/blog/study-first-pay-later-chancen-eg/Through our partnership with CHANCEN eG, you can join the full-time course without paying upfront and repay based on your income once you're working.Wed, 01 Jun 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/diversity-scholarships-2022-may/https://coyotiv.com/blog/diversity-scholarships-2022-may/Two full scholarships for our ninth cohort, starting July 4, 2022, for people from groups underrepresented in tech.Mon, 09 May 2022 00:00:00 GMTDiversityhttps://coyotiv.com/blog/6-reasons-to-join-coyotiv-software-engineering/https://coyotiv.com/blog/6-reasons-to-join-coyotiv-software-engineering/Why learn software engineering at Coyotiv: experienced instructors, small classes, apprenticeship, career support, flexible remote programs and a commitment to diversity.Tue, 26 Apr 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/ceyhans-story-from-mechanical-engineer-to/https://coyotiv.com/blog/ceyhans-story-from-mechanical-engineer-to/After his factory in Spain downsized during the pandemic, mechanical engineer Ceyhan retrained at Coyotiv. Now he's a software engineer and peer learner here.Tue, 12 Apr 2022 00:00:00 GMTStorieshttps://coyotiv.com/blog/film-director-moritz-review/https://coyotiv.com/blog/film-director-moritz-review/Film director Moritz took our self-paced course alongside family and work, and now builds his own apps and open-source libraries.Tue, 22 Feb 2022 00:00:00 GMTStorieshttps://coyotiv.com/blog/paloma/https://coyotiv.com/blog/paloma/Paloma was a curator and exhibition designer before joining Coyotiv. Now she's a software engineer at Sauce Labs, and still curates.Tue, 22 Feb 2022 00:00:00 GMTStorieshttps://coyotiv.com/blog/science-based-tips-to-maximize-comprehension-memory-and-learning/https://coyotiv.com/blog/science-based-tips-to-maximize-comprehension-memory-and-learning/Six tips from Benedict Carey's book How We Learn, backed by studies on sleep, changing your routine, spacing, self-testing, interruptions and perceptual learning.Mon, 31 Jan 2022 00:00:00 GMTSchoolhttps://coyotiv.com/blog/diversity-scholarships-2022/https://coyotiv.com/blog/diversity-scholarships-2022/Two full scholarships for our eighth cohort, starting March 21, 2022, for people from groups underrepresented in tech.Wed, 12 Jan 2022 00:00:00 GMTDiversityhttps://coyotiv.com/blog/diversity-scholarships-2021/https://coyotiv.com/blog/diversity-scholarships-2021/Two full scholarships for our seventh School of Software Engineering cohort, starting November 22, 2021, for people from groups underrepresented in tech.Wed, 29 Sep 2021 00:00:00 GMTDiversityhttps://coyotiv.com/blog/public-speaking-series/https://coyotiv.com/blog/public-speaking-series/Our first masterclass on Superpeer: five live sessions with Armağan Amcalar on picking a topic, writing proposals and giving your first conference talk.Mon, 09 Aug 2021 00:00:00 GMTSchoolhttps://coyotiv.com/blog/six-myths-debunked/https://coyotiv.com/blog/six-myths-debunked/You don't need a math background, a computer science degree or a young age to become a software engineer. Six common myths about the job, and why they're wrong.Wed, 14 Jul 2021 00:00:00 GMTSchoolhttps://coyotiv.com/blog/same-quality-content-three-different-paces/https://coyotiv.com/blog/same-quality-content-three-different-paces/Our software engineering course now comes in three paces with the same curriculum: 13 weeks full-time, 24 weeks part-time, or self-paced over 12 months.Tue, 13 Oct 2020 00:00:00 GMTSchoolhttps://coyotiv.com/blog/break-the-barriers/https://coyotiv.com/blog/break-the-barriers/Diversity scholarships for our second School of Software Engineering cohort: two full and four half scholarships for people from marginalized groups.Mon, 17 Aug 2020 00:00:00 GMTDiversityhttps://coyotiv.com/blog/what-recruiters-want/https://coyotiv.com/blog/what-recruiters-want/Talent acquisition manager Steve Winter and engineering director Füsun Wehrmann explain how companies interview junior engineers and what they look for.Thu, 16 Jul 2020 00:00:00 GMTSchoolhttps://coyotiv.com/blog/coyotiv-chapter-1/https://coyotiv.com/blog/coyotiv-chapter-1/Franziska Hauck on meeting Armağan Amcalar at Women Techmakers Berlin, and joining Coyotiv as an advisor before its first coding course.Tue, 16 Jun 2020 00:00:00 GMTStorieshttps://coyotiv.com/blog/type-with-your-brain-signals/https://coyotiv.com/blog/type-with-your-brain-signals/Armağan Amcalar codes for 24 hours live on YouTube to read brain signals in JavaScript with an Emotiv EPOC X headset.Wed, 10 Jun 2020 00:00:00 GMTEngineeringhttps://coyotiv.com/blog/diversity-scholarships/https://coyotiv.com/blog/diversity-scholarships/Diversity scholarships for the first School of Software Engineering cohort, covering the full course fee for people from groups underrepresented in tech.Tue, 02 Jun 2020 00:00:00 GMTDiversity