--- title: "All posts. Coyotiv blog" description: "Every post on the Coyotiv blog, newest first." url: https://coyotiv.com/blog/all/ --- Blog # Every post, newest first. - [All](https://coyotiv.com/blog/) - [AI](https://coyotiv.com/blog/ai/) - [Engineering](https://coyotiv.com/blog/engineering/) - [Products & research](https://coyotiv.com/blog/products/) - [School](https://coyotiv.com/blog/school/) - [Stories](https://coyotiv.com/blog/stories/) - [Diversity](https://coyotiv.com/blog/diversity/) Engineering - 23 September 2026 - 6 min read ## [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. Stories - 15 September 2026 - 9 min read ## [The case for Wile E. Coyote, engineer](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? Engineering - 25 August 2026 - 6 min read ## [Building Kurtuluş 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. AI - 25 August 2026 - 6 min read ## [Preparing your team for the AI era: why 90% of corporate AI projects end up in the trash](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%. Products & research - 18 August 2026 - 6 min read ## [Every plug-in 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. AI - 6 July 2026 - 5 min read ## [Why are even 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. AI - 11 June 2026 - 4 min read ## [Beyond the facade of code generation: 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. AI - 1 June 2026 - 4 min read ## [The end of "just-in-case" learning: master the skill of 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. AI - 6 May 2026 - 5 min read ## [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. AI - 22 April 2026 - 7 min read ## [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. Products & research - 19 March 2026 - 4 min read ## [Introducing Gea: a compile-time reactive UI framework that's just JavaScript](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. Products & research - 5 March 2026 - 4 min read ## [Coyotiv announces Raison: software engineering rigor for AI 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. Products & research - 19 December 2025 - 4 min read ## [Our new research paper shows AI reasoning efficiency can be increased by up to 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. Engineering - 16 September 2025 - 4 min read ## ["Vibe Coding Cleanup Specialist" roles are all over LinkedIn. Here's 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. Engineering - 23 August 2025 - 5 min read ## [Don't 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. Diversity - 15 July 2025 - 6 min read ## [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. Diversity - 8 March 2024 - 7 min read ## [Diversity in tech: the unstoppable women leading change](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. Diversity - 8 September 2023 - 2 min read ## [Coyotiv Diversity Scholarships, November 2023: smash the ceiling](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. Stories - 1 August 2023 - 3 min read ## [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. Products & research - 24 July 2023 - 5 min read ## [Unlocking success: my interview journey with Taiga, the magical mentor](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. School - 3 May 2023 - 3 min read ## [The future of learning software with Kyle Simpson and Armağan 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. Diversity - 30 March 2023 - 2 min read ## [Coyotiv Diversity Scholarships, May 2023: smash the ceiling](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. Engineering - 30 March 2023 - 9 min read ## [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. AI - 2 February 2023 - 6 min read ## [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. School - 17 January 2023 - 8 min read ## [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. School - 10 January 2023 - 8 min read ## [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. School - 16 December 2022 - 5 min read ## [Five 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. Diversity - 12 December 2022 - 2 min read ## [Coyotiv Diversity Scholarships, February 2023: smash the ceiling](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. School - 17 November 2022 - 4 min read ## [UX for product managers: a 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. Engineering - 14 October 2022 - 10 min read ## [Houston, we have a problem: how to master your 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. Engineering - 6 October 2022 - 4 min read ## [What startups need to grow: Coyotiv collaboration](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. School - 19 September 2022 - 6 min read ## [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. School - 13 September 2022 - 2 min read ## [Split your tuition into smaller payments](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. Diversity - 15 August 2022 - 3 min read ## [Coyotiv Diversity Scholarships: level the playing field](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. Stories - 17 June 2022 - 7 min read ## [How to complete the self-paced course while working full-time](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. School - 13 June 2022 - 4 min read ## [How to survive Coyotiv School of Software Engineering](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. School - 1 June 2022 - 4 min read ## [Study first, pay later: income share agreement (ISA)](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. Diversity - 9 May 2022 - 3 min read ## [Coyotiv Diversity Scholarships: no limits for equality](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. School - 26 April 2022 - 8 min read ## [Six reasons to join Coyotiv](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. Stories - 12 April 2022 - 5 min read ## [Ceyhan's story: from mechanical engineer to thriving software engineer](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. Stories - 22 February 2022 - 4 min read ## [Film director Moritz adds software engineering to his resume](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. Stories - 22 February 2022 - 3 min read ## [Paloma's story: from curator to confident and creative software engineer](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. School - 31 January 2022 - 8 min read ## [How we learn: six 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. Diversity - 12 January 2022 - 3 min read ## [Coyotiv Diversity Scholarships: have a seat at the table](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. Diversity - 29 September 2021 - 2 min read ## [Coyotiv Diversity Scholarships: let's level the playing field](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. School - 9 August 2021 - 2 min read ## [Public speaking series: give a talk this year](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. School - 14 July 2021 - 6 min read ## [Six myths of software engineering 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. School - 13 October 2020 - 3 min read ## [Same quality content, three different paces: part-time, full-time, self-paced](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. Diversity - 17 August 2020 - 2 min read ## [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. School - 16 July 2020 - 13 min read ## [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. Stories - 16 June 2020 - 6 min read ## [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. Engineering - 10 June 2020 - 2 min read ## [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. Diversity - 2 June 2020 - 2 min read ## [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.