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dennis traub dev community skip to content navigation menu search powered by algolia search log in create account dev community close follow user actions dennis traub ai engineering specialist at aws exploring the impact of ai helping make sense of technology in our rapidly changing world location hamburg germany joined joined on nov 14 2021 github website pronouns he him work amazon web services 2 week community wellness streak keep the community conversation going post at least 2 comments for 2 straight weeks and unlock the 4 week badge close 2 top 7 awarded for having a post featured in the weekly must reads list close four year club this badge celebrates the longevity of those who have been a registered member of the dev community for at least four years close three year club this badge celebrates the longevity of those who have been a registered member of the dev community for at least three years close writing debut awarded for writing and sharing your first dev post continue sharing your work to earn the 4 week writing streak badge close two year club this badge celebrates the longevity of those who have been a registered member of the dev community for at least two years close 1 week community wellness streak for actively engaging with the community by posting at least 2 comments in a single week close one year club this badge celebrates the longevity of those who have been a registered member of the dev community for at least one year close more info about dennistraub organizations aws post 34 posts published comment 48 comments written tag 0 tags followed how to run codex with gpt 5 6 on amazon bedrock dennis traub dennis traub dennis traub follow for aws jul 17 how to run codex with gpt 5 6 on amazon bedrock ai openai aws tutorial 15 reactions comments 3 comments 11 min read want to connect with dennis traub create an account to connect with dennis traub you can also sign in below to proceed if you already have an account create account already have an account sign in your agent keeps using that word ddd patterns to solve agent ambiguity dennis traub dennis traub dennis traub follow for aws may 21 your agent keeps using that word ai software architecture ddd 16 reactions comments 5 comments 8 min read ai isn t replacing junior devs your org chart is conflicting aws and microsoft leadership takes dennis traub dennis traub dennis traub follow for aws may 19 ai isn t replacing junior devs your org chart is ai software career leadership 45 reactions comments 15 comments 5 min read rediscovering domain driven design one mcp server at a time classic patterns for ai agent security dennis traub dennis traub dennis traub follow for aws may 18 rediscovering domain driven design one mcp server at a time ai architecture mcp systemdesign 79 reactions comments 57 comments 6 min read 8 agents wrote perfect components and nothing worked dennis traub dennis traub dennis traub follow for aws mar 27 8 agents wrote perfect components and nothing worked ai programming architecture productivity 1 reaction comments add comment 5 min read my 8 agents wrote perfect components and nothing worked dennis traub dennis traub dennis traub follow for aws mar 27 my 8 agents wrote perfect components and nothing worked ai programming architecture productivity 4 reactions comments 6 comments 4 min read missing from the mcp debate who holds the keys when 50 agents access 50 apis dennis traub dennis traub dennis traub follow for aws mar 18 missing from the mcp debate who holds the keys when 50 agents access 50 apis mcp security ai architecture 32 reactions comments 7 comments 3 min read 3 things i wish i knew before setting up a uv workspace dennis traub dennis traub dennis traub follow for aws feb 27 3 things i wish i knew before setting up a uv workspace python uv monorepo testing 31 reactions comments 3 comments 3 min read how to use strands agents built in session persistence dennis traub dennis traub dennis traub follow for aws feb 17 how to use strands agents built in session persistence python ai agents aws 11 reactions comments 3 comments 3 min read why your chatbot is the blackberry of the 2020s dennis traub dennis traub dennis traub follow for aws feb 13 why your chatbot is the blackberry of the 2020s ai architecture beginners productivity 31 reactions comments 1 comment 1 min read how a subtle mcp server bug almost cost me 230 a month dennis traub dennis traub dennis traub follow for aws feb 11 how a subtle mcp server bug almost cost me 230 a month ai agents mcp api 14 reactions comments add comment 4 min read from local mcp server to aws deployment in two commands the code only version dennis traub dennis traub dennis traub follow for aws jan 26 from local mcp server to aws deployment in two commands the code only version mcp aws ai 12 reactions comments add comment 6 min read from local mcp server to aws deployment in two commands dennis traub dennis traub dennis traub follow for aws jan 22 from local mcp server to aws deployment in two commands mcp ai aws 47 reactions comments 3 comments 12 min read no oauth required an mcp client for aws iam dennis traub dennis traub dennis traub follow for aws nov 18 25 no oauth required an mcp client for aws iam ai agents mcp aws 43 reactions comments 6 comments 4 min read building ai agents with strands part 3 mcp integration dennis traub dennis traub dennis traub follow may 23 25 building ai agents with strands part 3 mcp integration ai strandsagents python tutorial comments add comment 8 min read building ai agents with strands part 2 tool integration dennis traub dennis traub dennis traub follow may 23 25 building ai agents with strands part 2 tool integration ai strandsagents python tutorial comments add comment 7 min read building ai agents with strands part 1 creating your first agent dennis traub dennis traub dennis traub follow may 23 25 building ai agents with strands part 1 creating your first agent ai strandsagents python tutorial comments add comment 6 min read building ai agents with strands a hands on tutorial series dennis traub dennis traub dennis traub follow may 23 25 building ai agents with strands a hands on tutorial series ai strandsagents python tutorial comments add comment 3 min read social engineering what if the user opens backdoors to strangers dennis traub dennis traub dennis traub follow jun 2 23 social engineering what if the user opens backdoors to strangers security comments add comment 1 min read new features in the owasp juice shop dennis traub dennis traub dennis traub follow jun 1 23 new features in the owasp juice shop security owasp comments add comment 1 min read 7 design principles of not only cloud security dennis traub dennis traub dennis traub follow apr 5 23 7 design principles of not only cloud security security architecture cloud comments add comment 2 min read the 7 principles of zero trust dennis traub dennis traub dennis traub follow apr 4 23 the 7 principles of zero trust aws security cloud devops comments add comment 1 min read chatgpt write 1k words about how companies transform open source into proprietary platforms for surveillance capitalism dennis traub dennis traub dennis traub follow mar 15 23 chatgpt write 1k words about how companies transform open source into proprietary platforms for surveillance capitalism 2 reactions comments 1 comment 3 min read preventing sql injection attacks best practices for developers dennis traub dennis traub dennis traub follow mar 15 23 preventing sql injection attacks best practices for developers programming security webdev comments add comment 4 min read 4 ways to prevent accidental s3 object deletion dennis traub dennis traub dennis traub follow mar 9 23 4 ways to prevent accidental s3 object deletion aws security cloud comments add comment 2 min read 3 lesser known facts about amazon s3 dennis traub dennis traub dennis traub follow mar 7 23 3 lesser known facts about amazon s3 cloud aws security comments add comment 2 min read new managed policies for amazon detective dennis traub dennis traub dennis traub follow jan 23 23 new managed policies for amazon detective discuss comments add comment 2 min read 3 quick tips for input validation dennis traub dennis traub dennis traub follow jan 22 23 3 quick tips for input validation programming security webdev javascript 5 reactions comments add comment 3 min read 5 application security tips for developers dennis traub dennis traub dennis traub follow jan 20 23 5 application security tips for developers gratitude 2 reactions comments add comment 4 min read amazon s3 example bucket policy for static website hosting dennis traub dennis traub dennis traub follow dec 9 22 amazon s3 example bucket policy for static website hosting 5 reactions comments add comment 1 min read how to invoke an aws lambda function at the top of a minute using aws step functions dennis traub dennis traub dennis traub follow nov 26 22 how to invoke an aws lambda function at the top of a minute using aws step functions mentalhealth 9 reactions comments add comment 2 min read loading dev community a space to discuss and keep up software development and manage your software career home dev challenges dev videos dev education tracks dev help advertise on dev organization accounts dev showcase about contact free postgres database dev shop mlh code of conduct privacy policy terms of use built on forem the open source software that powers dev and other inclusive communities made with love and ruby on rails dev community 2016 2026 we re a place where coders share stay up to date and grow their careers log in create account