https://polomodov.tech/en/polomodov.tech — new talks, longreads, and summariesNew work by Alexander Polomodov on software architecture, AI4SDLC, and engineering leadership.2026-07-27T00:00:00ZAlexander Polomodovhttps://polomodov.tech/https://polomodov.tech/en/2026-07-27-ai-dev-podcast-claude-dualism/transcript/AI Dev Podcast #8: Governed Agent Autonomy2026-07-27T00:00:00ZA summary of AI Dev Podcast #8 on moving from vibe coding to AIDLC through agent skills, documentation in Git, ADRs, traceability, and governed autonomy.https://polomodov.tech/en/2026-07-26-local-ai-stack-russia/An End-to-End Player Without Its Own Silicon: Building AI Development in Russia from Traces and Harnesses, Not Pretraining2026-07-26T00:00:00ZWhat to do when you have the people, the harness, your own serving capacity and your own traces, but not the accelerators: a compute-allocation doctrine, training under weak interconnect, serving efficiency, and a rehearsed base-substitution drillhttps://polomodov.tech/en/2026-07-23-ai-development-stack-codesign/AI Development as a Co-Evolving Stack: Hardware, Models, Harnesses, Tools, and Traces2026-07-23T00:00:00ZWhy advantage comes from the speed of the hardware → model → harness → tools → outcomes → evals loop, and which layers an enterprise should rent, adapt, or ownhttps://polomodov.tech/en/2026-07-21-ai-development-economics/transcript/The Economics of AI Development: From Tokens to Accepted Work2026-07-23T00:00:00ZSummary: Research Insights Made Simple #23 on cost per accepted task, trace budgets, FinOps, routing, and the full economics of local models.https://polomodov.tech/en/2026-07-21-ai-development-economics-longread/The Economics of AI Development: A Complete Analysis from Tokens to Accepted Work2026-07-21T00:00:00ZWhy cheaper models do not shrink the AI budget: cost per accepted task, trace budgets, FinOps, routing, vendor lock-in, contracts, and fully loaded local-model TCOhttps://polomodov.tech/en/2026-07-21-kubernetes-complexity-idp/Who Made Kubernetes So Complex? How Complexity Moved into Platforms and AI Agents2026-07-21T00:00:00ZWhy Kubernetes became boring but not simple: Ingress and Gateway API, correlated failures, the internal-platform paradox, and agents replacing kubectlhttps://polomodov.tech/en/2026-07-20-agent-stack-configurations/transcript/How to Build a Governed Agent Stack2026-07-21T00:00:00ZSummary: Research Insights Made Simple #22 on eight agent-stack configurations, model and tool gateways, and enforceable boundaries for enterprise AI agents.https://polomodov.tech/en/2026-07-20-more-about-agent-stack-configurations/Agent Stack Configurations: A Complete Analysis of Eight Options2026-07-20T00:00:00ZA full study of eight configurations covering TCO, lock-in, and failure modes, with a boundary-based threat model, comparison matrices, a checklist, and a decision treehttps://polomodov.tech/en/2026-07-19-ai-for-software-architecture/AI for Software Architecture: Why the Architect Copilot Still Hasn’t Arrived2026-07-19T00:00:00ZA systematic review of 51 studies: where AI already helps architects, why it remains local and reactive, and what engineering foundation a living architecture practice requireshttps://polomodov.tech/en/2026-07-18-agent-evals-production-grade/How to Evaluate AI Agents: From a Convincing Answer to a Reproducible Engineering Episode2026-07-18T00:00:00ZReplayable episodes, hidden judges, a five-layer scorecard, and a scenario matrix for evaluating agents across the SDLC, architecture, and data platformshttps://polomodov.tech/en/2026-07-17-swe-interact-swe-together/transcript/Measuring Coding Agents in Dialogue2026-07-18T00:00:00ZSummary: Research Insights Made Simple #21 on SWE-Together, SWE-INTERACT, and evaluating coding agents as requirements emerge in dialogue.https://polomodov.tech/en/2026-07-18-turbo-ml-conf-state-of-ai4sdlc/State of AI4SDLC: How AI Shifts Bottlenecks Across Software Delivery2026-07-18T00:00:00ZHow AI accelerates coding and moves bottlenecks to intent, review, tests, and delivery; agent-first platforms, evals, and flow metricshttps://polomodov.tech/en/2026-07-14-loop-engineering/transcript/Loop Engineering: how to design loops that run coding agents themselves2026-07-16T00:00:00ZSummary: Loop Engineering, agent loops, independent verification, hidden debts, and the safe launch of autonomous coding agents.https://polomodov.tech/en/2026-07-16-agentic-coding-expertise/transcript/Why Coding Agents Do Not Eliminate Expertise — with Evgeny Sergeev2026-07-16T00:00:00ZSummary: Conversation with Evgeny Sergeev about why coding agents amplify domain expertise, how they change delegation, and what Claude Code telemetry actually demonstrates.https://polomodov.tech/en/code-of-leadership/ai-native-development-aleksey-litvinov/transcript/How to build AI-native development2026-07-16T00:00:00ZSummary: Episode with Alexey Litvinov on the transition from code generation to AI-driven development: limitations, feedback, verification debt and multi-agent systems.https://polomodov.tech/en/2018-09-24-team-growth-order-of-magnitude/transcript/Team growth by an order of magnitude2026-07-15T00:00:00ZA concise summary of the talk on the growth of the Tinkoff.ru frontend team from 4 to 40 people: how the architecture, processes and the role of the team lead changed together.https://polomodov.tech/en/2018-10-10-dev-manager-career-path/transcript/Development path for a development manager2026-07-15T00:00:00ZA concise summary of the talk on the career path from junior developer to development manager: forks in the road, changes in responsibility, and ways to accelerate growth.https://polomodov.tech/en/2018-11-08-tinkoff-ru-acquisition/transcript/Attracting tinkoff.ru2026-07-15T00:00:00ZA concise summary of the talk on the Tinkoff.ru customer acquisition system: from business goals and advertising campaigns to architecture, teams, analytics and personalization.https://polomodov.tech/en/2019-02-06-kubernetes-in-business/transcript/"Helmsman" in the world of business2026-07-15T00:00:00ZA concise summary of the talk on the reasons for the success of Kubernetes, the connection between infrastructure and business objectives, and the practical value of CNCF certifications.https://polomodov.tech/en/2019-03-10-hiring-and-motivating-employees/transcript/How we hire and motivate employees2026-07-15T00:00:00ZConcise summary of the talk on hiring developers, performance reviews, horizontal transitions and the motivation system in a growing organization.https://polomodov.tech/en/2019-04-03-codefest-development-culture-tinkoff/transcript/Tinkoff.ru development culture: transition from a mono-product to an ecosystem2026-07-15T00:00:00ZConcise summary of the talk on the development culture of Tinkoff.ru: product, processes, architecture, testing, infrastructure and the role of the team lead.https://polomodov.tech/en/2019-04-26-web-through-backend-eyes/transcript/WEB through the eyes of a backender: what awaits us ahead2026-07-15T00:00:00ZA concise summary of the talk on the evolution of web development: code, data, distributed systems, infrastructure and delivery.https://polomodov.tech/en/2019-06-20-cft-codefest-live/transcript/Alexander Polomodov and Kirill Zuev: Studio CFT live @ CodeFest 20192026-07-15T00:00:00ZSummary: A brief transcript of the Studio CFT live discussion about the engineering practices of Tinkoff.ru and CFT, the growth of teams and the role of technical leads.https://polomodov.tech/en/2019-09-27-postmortems-learning-from-failures/transcript/Postmortems or how we learn from facaps2026-07-15T00:00:00ZA concise summary of the talk on blameless postmortems: analysis structure, action items and practical cases from operation.https://polomodov.tech/en/2019-11-22-archdays-evolution-of-tinkoff-ru/transcript/Evolution of tinkoff.ru over 3 years2026-07-15T00:00:00ZConcise summary of the talk on the evolution of tinkoff.ru: microfrontends, release-free CMS, personalization and joint changes in architecture and teams.https://polomodov.tech/en/2020-06-10-platform-teams-round-table/transcript/Round table: platform teams - benefit or hype?2026-07-15T00:00:00ZSummary: Why are platform teams needed, how do they differ from internal source and what problems do they create.https://polomodov.tech/en/2020-06-27-web-in-mobile-first-era/transcript/The web world in the mobile first era2026-07-15T00:00:00ZSummary: Statistics, the evolution of the web from 1989 to 2020 and the prospects of web developers.https://polomodov.tech/en/2020-08-12-digitalization-and-technologies/transcript/Digitalization and technology2026-07-15T00:00:00ZSummary: Digital transformation according to ThoughtWorks, Bank 4.0 and TechRadar.https://polomodov.tech/en/2020-10-17-modern-software-development/transcript/Modern approaches to software development2026-07-15T00:00:00ZSummary: Clean Architecture, data evolution, microservices, DevOps, IaaC and Data Mesh.https://polomodov.tech/en/2020-11-20-architecture-at-scale/transcript/Architecture to scale2026-07-15T00:00:00ZSummary: Software / Solution / Enterprise Architecture, RFC, ADR and working groups.https://polomodov.tech/en/2021-04-29-solid-teamlead/transcript/SOLID team leader2026-07-15T00:00:00ZSummary: Fundamentals of management for techies through OOP and SOLID - feature teams, competency matrix, contracts.https://polomodov.tech/en/2021-05-18-cto-lifecycle/transcript/What is CTO from startup to IPO2026-07-15T00:00:00ZA concise summary of the material “What is a CTO from a startup to an IPO”: the organization’s S-curve and the evolution of the CTO role: Coder → Delivery → Architect → All-in-one.https://polomodov.tech/en/2021-06-28-devops-culture-myths/transcript/DevOps culture: myths and reality2026-07-15T00:00:00ZSummary: Who, what and how - myths about DevOps, the reality of Team Topologies and Engineering Maturity.https://polomodov.tech/en/2021-06-30-mobile-bank-refactoring/transcript/How the development of a mobile bank was changed for business2026-07-15T00:00:00ZSummary: Platform, release train and Conway’s law - modularity and autonomy of feature teams.https://polomodov.tech/en/2021-10-22-evolutionary-architecture/transcript/Evolutionary architecture in practice2026-07-15T00:00:00ZSummary: Report at Tinkoff Agile Conference 2021 about fitness functions, -ilities, modularity and incremental changes at scale.https://polomodov.tech/en/2021-10-29-system-design-interviews/transcript/Design section at interviews2026-07-15T00:00:00ZSummary: Structure of the design section, sizing on fingers, evaluation criteria for Senior+ candidates.https://polomodov.tech/en/2021-11-25-architect-career/transcript/Building a career as an architect2026-07-15T00:00:00ZSummary: Podcast discussion about the career of an architect, the 20-minute rule, technical radar, social connections and architectural practices at Tinkoff.https://polomodov.tech/en/2022-03-10-architects-team-player/transcript/Architects: How to Become the Perfect Team Player2026-07-15T00:00:00ZSummary: Podcast discussion about the role of the architect, teamwork, system design, architectural characteristics and strategic trade-offs.https://polomodov.tech/en/2022-06-06-system-design-interview-cpp-russia/transcript/Technical Interview: Architecture Section2026-07-15T00:00:00ZSummary: Public architectural interview for a C++ developer: system design, section progress and mistakes on both sides.https://polomodov.tech/en/2022-06-14-sre-interviews/transcript/Testing SRE Skills in Interviews2026-07-15T00:00:00ZSummary: System design vs troubleshooting: USE / RED / Golden Signals and why there is only one stage left.https://polomodov.tech/en/2022-06-27-beyond-senior/transcript/How to develop if you are already Senior2026-07-15T00:00:00ZSummary: Career fork after Senior: Team branch vs Tech branch, path to CTO and to Fellow.https://polomodov.tech/en/2022-06-27-dotnext-interview/transcript/Interview with Alexander Polomodov2026-07-15T00:00:00ZSummary: DotNext 2022 interview about the development of an engineer, career tracks and growth after Senior.https://polomodov.tech/en/2022-06-27-how-to-become-a-senior-round-table/transcript/Round table. How to become a senior2026-07-15T00:00:00ZConcise summary of the material “Round Table. How to become a senior": Who is a senior, what skills need to be improved and how interviews, conferences and training influence your career path.https://polomodov.tech/en/2022-07-18-system-design-interview-estimation-framework/transcript/System Design Interview: Assessments and Interview Framework2026-07-15T00:00:00ZSummary: Podcast discussion about rough estimates, the System Design Interview framework, clarification of requirements and architectural trade-offs.https://polomodov.tech/en/2022-09-22-channel-product-platform/transcript/Channel. Product. Platform2026-07-15T00:00:00ZConcise summary of the material “Channel. Product. Platform": Evolution of mobile banking: from channel to product and superapp platform with release trains.https://polomodov.tech/en/2022-09-30-qak-qak-architecture-stage/transcript/ARCHImportant stage2026-07-15T00:00:00ZSummary: QAk-QAk podcast about architectural design, the role of the architect, requirements, quality criteria and differences between web and mobile architecture.https://polomodov.tech/en/2022-10-06-cto-lifecycle-evolution/transcript/The evolution of the technical lead role2026-07-15T00:00:00ZSummary: From team lead (~10) to Engineering Manager (~50) and CTO (~150+): how focus and skills are changing.https://polomodov.tech/en/2022-10-21-public-system-design-interview-archdays/transcript/Public System Design Interview at ArchDays 20222026-07-15T00:00:00ZSummary: Designing a hotel booking service: requirements, system boundaries and architectural trade-offs.https://polomodov.tech/en/2022-10-21-system-design-interview-prep/transcript/How to pass the System Design Interview2026-07-15T00:00:00ZSummary: Section structure, formalization of the task through ATAM, system boundaries and trade-offs.https://polomodov.tech/en/2022-12-22-amazon-distributed-computing-manifesto/transcript/The Distributed Computing Manifesto2026-07-15T00:00:00ZSummary: Code of Architecture discussion about the Amazon manifesto of distributed systems, SOA, microservices, workflow-based model, DDD and data domaining.https://polomodov.tech/en/2023-01-23-cloud-technology-trends/transcript/Fintech trends: cloud technologies2026-07-15T00:00:00ZSummary: What is cloud, IaaS / PaaS / SaaS, Kubernetes and how it changes the business strategies of fintechs.https://polomodov.tech/en/2023-02-10-architecture-characteristics/transcript/Basics of architecture. Architectural characteristics2026-07-15T00:00:00ZConcise summary of the material “Fundamentals of Architecture. Architectural characteristics": Discussion about architectural characteristics, trade-offs, SLO, cost and practical application of Fundamentals of Software Architecture.https://polomodov.tech/en/2023-02-11-tech-analyst-club-career-discussion/transcript/What will we become when we grow up? Alexander Polomodov2026-07-15T00:00:00ZConcise summary of the material “What we will become when we grow up. Alexander Polomodov": Career discussion for system analysts: growth in architecture, skills and materials for development.https://polomodov.tech/en/2023-02-28-hiring-technical-managers/transcript/How to Hire Technical Leaders2026-07-15T00:00:00ZSummary: Process, interviews, assessment - a look from inside a large fintech.https://polomodov.tech/en/2023-03-20-zanzibar-rebac-authorization/transcript/White paper: Zanzibar: Google's Consistent, Global Authorization System2026-07-15T00:00:00ZSummary: Code of Architecture discussion about Zanzibar, ReBAC, relationship tuples, authorization in distributed systems and SpiceDB.https://polomodov.tech/en/2023-04-04-its-tinkoff-beyond-senior/transcript/How and where to grow as an engineer if he is already Senior2026-07-15T00:00:00ZSummary: Career paths after Senior, Staff+ grades, competency matrix and the growth process of engineers.https://polomodov.tech/en/2023-05-11-system-design-interview-cpp-russia/transcript/Technical Interview: Architecture Section2026-07-15T00:00:00ZSummary: Public architectural interview for a C++ developer: system design, section progress and mistakes on both sides.https://polomodov.tech/en/2023-05-22-system-design-reliability/transcript/System Design in terms of reliability2026-07-15T00:00:00ZSummary: Podcast discussion about reliability in system design, architectural interviews, SRE practices and design errors.https://polomodov.tech/en/2023-06-20-amazon-aurora/transcript/Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases2026-07-15T00:00:00ZSummary: Code of Architecture discussion about the Amazon Aurora device, redo log, quorums, durability and cloud-native databases.https://polomodov.tech/en/2023-08-05-improving-software-flow/transcript/Improving the Software Development Flow2026-07-15T00:00:00ZSummary: Architecture, processes and metrics for improving flow - Five Ideals, Conway's Law, DDD, EDA.https://polomodov.tech/en/2023-08-17-tinkoff-people-teams-meaning/transcript/About Tinkoff, people management, teams and meanings2026-07-15T00:00:00ZSummary: Broadcast about the Tinkoff engineering organization, team management, architectural practices and development efficiency.https://polomodov.tech/en/2023-08-25-google-borg-cluster-management/transcript/White paper: Large-scale cluster management at Google with Borg2026-07-15T00:00:00ZSummary: Code of Architecture discussion about Borg, Google cluster management, SRE, reliability and platform engineering.https://polomodov.tech/en/2023-09-05-public-troubleshooting-interview/transcript/Public interview on troubleshooting for SRE engineers2026-07-15T00:00:00ZSummary: Live analysis of the SRE interview: Yellow, falling payments, hypotheses, metrics and the work of a Lead engineer.https://polomodov.tech/en/2023-09-05-senior-system-analyst/transcript/How to develop if you are already a Senior System Analyst2026-07-15T00:00:00ZSummary: Competency matrix, growth process and 4 career tracks after Senior.https://polomodov.tech/en/2023-09-15-designing-reliable-systems/transcript/We design reliable systems - is the game worth the candle?2026-07-15T00:00:00ZSummary: Risks, SLOs, monitoring and fault tolerance patterns for distributed systems.https://polomodov.tech/en/2023-09-21-smartdev-designing-reliable-systems/transcript/We design reliable systems2026-07-15T00:00:00ZSummary: Risks, SLOs, monitoring and fault tolerance patterns for distributed systems.https://polomodov.tech/en/2023-10-09-tech-leaders-in-tinkoff/transcript/About technical managers at Tinkoff2026-07-15T00:00:00ZSummary: ITBizRadio discussion about the roles of technical managers, interviews, hard/soft skills, CTO, Delivery Manager, technical leads and architects.https://polomodov.tech/en/2023-10-27-public-system-design-interview-archdays/transcript/Public interview on System Design at ArchDays 20232026-07-15T00:00:00ZSummary: Designing an A/B platform: experiments, assignment service, metrics and architectural trade-offs.https://polomodov.tech/en/2023-10-30-lifelong-learning-motivation/transcript/How to stay motivated to learn throughout your life as a professional2026-07-15T00:00:00ZSummary: Weekend Talk discussion about career path, lifelong learning, books and white papers, reports and personal motivation in IT.https://polomodov.tech/en/2023-11-17-secure-by-design/transcript/Secure by design2026-07-15T00:00:00ZSummary: Brief transcript of the “Secure by design” material: SafeCode Live discussion about Secure by design, secure development, SBD competencies and the design of secure systems.https://polomodov.tech/en/2023-11-30-rnd-in-big-tech/transcript/How RnD appears in large IT companies2026-07-15T00:00:00ZSummary: Google, Amazon, Yandex, large fintech - four models for the emergence of RnD.https://polomodov.tech/en/2023-12-06-yatalks-team-structure-for-business/transcript/How to create a team structure based on business needs2026-07-15T00:00:00ZSummary: Team Topologies, Conway's Law, cognitive load and the case of a large fintech.https://polomodov.tech/en/2023-12-18-google-hybrid-research/transcript/White paper: Google's Hybrid Approach to Research2026-07-15T00:00:00ZSummary: Discussion about R&D at Google, a hybrid approach to research and the interaction of research and product engineering teams.https://polomodov.tech/en/2024-01-31-professional-communities-in-corporations/transcript/Trade unions in corporations2026-07-15T00:00:00ZSummary: Panel discussion on why corporations need professional communities, how to measure their effectiveness and build leader-independent practices.https://polomodov.tech/en/2024-04-12-mlops-theory-practice/transcript/MLOps in theory and practice2026-07-15T00:00:00ZSummary: Podcast discussion about MLOps, a combination of data engineering, ML engineering and app engineering and BigTech production practices.https://polomodov.tech/en/2024-05-13-engineering-productivity-measurement/transcript/How and why to measure engineering productivity2026-07-15T00:00:00ZSummary: DORA, SPACE, DevEx, QUANTS and the experience of a large fintech with T-Meter.https://polomodov.tech/en/2024-05-23-case-roulette-bad-architecture/transcript/Roulette of cases: examples of bad architecture2026-07-15T00:00:00ZSummary: Discussion about the signs of bad architecture, recurring mistakes and ways to prevent architectural problems.https://polomodov.tech/en/2024-09-17-tech-product-effectiveness/transcript/Performance management in technical and product2026-07-15T00:00:00ZSummary: Panel discussion about development efficiency, Discovery and delivery metrics and scaling practices.https://polomodov.tech/en/2024-10-17-team-structure-for-business/transcript/How to create a team structure based on business needs2026-07-15T00:00:00ZSummary: Team Topologies, Conway's Law, cognitive load and the case of a large fintech.https://polomodov.tech/en/2024-10-22-architecture-at-start/transcript/Architecture at the Start: Preparing for Success2026-07-15T00:00:00ZSummary: Podlodka Techlead Crew discussion about reliable architecture, retries, self-healing and resilience to failures.https://polomodov.tech/en/2024-11-01-archdays-architecture-evolution/transcript/Architecture in large fintech: yesterday, today, tomorrow2026-07-15T00:00:00ZSummary: Evolution from boxed solutions to our own development, Spirit and AI-native architecture.https://polomodov.tech/en/2024-11-06-system-analyst-career/transcript/What can a systems analyst become?2026-07-15T00:00:00ZSummary: InSAite podcast about the career trajectories of a systems analyst, the product approach and white papers.https://polomodov.tech/en/2024-11-17-engineering-productivity-measurement-d-day/transcript/How and why to measure engineering productivity2026-07-15T00:00:00ZSummary: DORA, SPACE, DevEx, QUANTS and the experience of a large fintech with T-Meter.https://polomodov.tech/en/2024-11-23-hard-skills-maxed-whats-next/transcript/Hard drives at maximum - what's next?2026-07-15T00:00:00ZSummary: Soft skills for engineers: Cynefin, T-Growth, planning, responsibility, communication.https://polomodov.tech/en/2024-12-02-system-design-interview-discussion/transcript/System Design Interview: execution cannot be pardoned2026-07-15T00:00:00ZSummary: Discussion about the System Design Interview: what it tests and whether the skill is needed in real work.https://polomodov.tech/en/2025-03-08-sre-individual-contributor/transcript/Site Reliability Engineering and the role of Individual Contributor2026-07-15T00:00:00ZSummary: Interview about SRE, reliability, duty, observability, responsibility of engineers and career growth after Senior.https://polomodov.tech/en/2025-05-22-phdays-reliability-and-security/transcript/Reliability and safety: foundation or option?2026-07-15T00:00:00ZSummary: Emergent properties of systems, ATAM, STRIDE, Google/Netflix/AWS cases and the Spirit platform.https://polomodov.tech/en/2025-06-05-individual-contributor-career/transcript/Round table: technical lead and development at Individual Contributor2026-07-15T00:00:00ZSummary: How the role of a technical lead appears, benefits for business and growth along the IC track without leaving for management.https://polomodov.tech/en/2025-06-06-ai-in-sdlc/transcript/AI in SDLC: why simply allowing Cursor is not enough2026-07-15T00:00:00ZSummary: Copilots, vibe coding, MCP, Platform Engineering and cases of Google, ByteDance, Uber, Datadog.https://polomodov.tech/en/2025-10-03-ai-boost-copilot-to-agents/transcript/AI in SDLC: the path from assistants to agents2026-07-15T00:00:00ZSummary: Copilots, MCP/A2A, AlphaEvolve, SE 3.0 and cases of large fintech (Spirit, T-Cover Agent).https://polomodov.tech/en/2026-02-21-real-system-design-interview-prep/transcript/How to Actually Prepare for a System Design Interview2026-07-15T00:00:00ZSummary: A short transcript of the material “How to actually prepare for a System Design interview”: Interviewers’ expectations, candidate mistakes, architectural thinking and systems preparation.https://polomodov.tech/en/2026-03-28-dream-teamlead-ai-native/transcript/How AI is changing engineering culture and what it means for team leaders and engineers2026-07-15T00:00:00ZSummary: AI4SDLC research, transition to AI-native processes and transformation of the team lead’s role.https://polomodov.tech/en/2026-04-02-state-of-ai4sdlc/transcript/State of AI4SDLC: research results and AI-native development2026-07-15T00:00:00ZSummary: How AI is changing engineering culture and what it means for DevOps.https://polomodov.tech/en/2026-04-22-ai-native-leadership/transcript/From AI-native organization to AI-native leadership: the role of CTO in 20262026-07-15T00:00:00ZSummary: What happens to the technical director when the tools, management unit and economics of engineering work change.https://polomodov.tech/en/2026-04-27-ai-dev-podcast-architecture-ai/transcript/AI Dev Podcast #2: Architecture in the Age of AI2026-07-15T00:00:00ZSummary: TechTrain podcast discussion about LLM, multi-agent systems, SOE 2.0, the new role of the architect, context and reuse.https://polomodov.tech/en/2026-05-21-aidevconf-ai-yesterday-today-tomorrow/transcript/AI yesterday, today, tomorrow2026-07-15T00:00:00ZSummary: AI Dev Conf panel discussion about context, agentic coding, metrics, policies, evals and production results from AI in development.https://polomodov.tech/en/2026-05-21-aidevconf-state-of-ai4sdlc/transcript/State of AI4SDLC: from AI assistants to agent-based development2026-07-15T00:00:00ZSummary: AI4SDLC Research, SE 2.0, spec-driven development and evaluation of SDLC agents.https://polomodov.tech/en/2026-06-25-generatsiya-vsego/transcript/Generating everything2026-07-15T00:00:00ZSummary: QAk-QAk podcast about AI generation in development, the role of an engineer and production processes.https://polomodov.tech/en/2026-06-26-ai-dev-podcast-security-agents/transcript/AI Dev Podcast #7: Security, Agents, and the Future of Development2026-07-15T00:00:00ZSummary: TechTrain podcast discussion about the risks of agent-based development, evals, the token economy, new SDLC threats and non-human identities.https://polomodov.tech/en/code-of-architecture/building-evolutionary-architectures-2023-05-16/transcript/Building Evolutionary Architectures — Episode 12026-07-15T00:00:00ZSummary: Building Evolutionary Architectures — Episode 1 introduces the idea of evolutionary architecture and explains why the ability of a system to change should be an explicit design goal.