The latest articles on DEV Community by Archan (@archantech). https://dev.to/archantech https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3853032%2F87aa3292-df14-42a0-8403-cfdc1fb026e0.jpg https://dev.to/archantech en Archan Fri, 15 May 2026 08:00:00 +0000 https://dev.to/archantech/i-built-a-team-of-ai-agents-that-build-software-together-2bo1 https://dev.to/archantech/i-built-a-team-of-ai-agents-that-build-software-together-2bo1 <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai programming architecture productivity Archan Wed, 13 May 2026 08:00:00 +0000 https://dev.to/archantech/my-ai-caught-a-security-bug-i-would-have-shipped-to-production-48lo https://dev.to/archantech/my-ai-caught-a-security-bug-i-would-have-shipped-to-production-48lo <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai security devops programming Archan Mon, 11 May 2026 08:00:01 +0000 https://dev.to/archantech/the-funniest-mistakes-my-ai-assistant-made-this-week-1m8m https://dev.to/archantech/the-funniest-mistakes-my-ai-assistant-made-this-week-1m8m <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai programming humor productivity Archan Fri, 08 May 2026 08:00:00 +0000 https://dev.to/archantech/how-ai-debugging-actually-works-from-someone-who-built-one-3j0c https://dev.to/archantech/how-ai-debugging-actually-works-from-someone-who-built-one-3j0c <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai debugging programming productivity Archan Wed, 06 May 2026 08:00:00 +0000 https://dev.to/archantech/how-ai-changed-the-way-i-start-every-coding-session-4c38 https://dev.to/archantech/how-ai-changed-the-way-i-start-every-coding-session-4c38 <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai productivity programming beginners Archan Mon, 04 May 2026 08:00:00 +0000 https://dev.to/archantech/what-happens-when-6-ai-agents-collaborate-on-your-code-10ig https://dev.to/archantech/what-happens-when-6-ai-agents-collaborate-on-your-code-10ig <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai programming architecture productivity Archan Fri, 01 May 2026 08:00:00 +0000 https://dev.to/archantech/local-ai-the-privacy-first-approach-to-coding-assistants-4o8d https://dev.to/archantech/local-ai-the-privacy-first-approach-to-coding-assistants-4o8d <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai privacy security programming Archan Wed, 29 Apr 2026 08:00:01 +0000 https://dev.to/archantech/when-ai-gets-it-wrong-and-why-that-is-actually-a-good-thing-3on0 https://dev.to/archantech/when-ai-gets-it-wrong-and-why-that-is-actually-a-good-thing-3on0 <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai programming humor productivity Archan Mon, 27 Apr 2026 08:00:00 +0000 https://dev.to/archantech/i-am-a-one-person-dev-team-my-ai-does-the-rest-35b6 https://dev.to/archantech/i-am-a-one-person-dev-team-my-ai-does-the-rest-35b6 <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai productivity solodev startup Archan Fri, 24 Apr 2026 08:00:00 +0000 https://dev.to/archantech/how-ai-debugging-actually-works-from-someone-who-built-one-5bce https://dev.to/archantech/how-ai-debugging-actually-works-from-someone-who-built-one-5bce <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai debugging programming productivity Archan Wed, 22 Apr 2026 08:00:00 +0000 https://dev.to/archantech/i-said-deploy-and-my-ai-did-the-rest-3k71 https://dev.to/archantech/i-said-deploy-and-my-ai-did-the-rest-3k71 <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai devops deployment programming Archan Mon, 20 Apr 2026 08:00:00 +0000 https://dev.to/archantech/my-ai-caught-a-security-bug-i-would-have-shipped-to-production-37b7 https://dev.to/archantech/my-ai-caught-a-security-bug-i-would-have-shipped-to-production-37b7 <p>Sometimes the best way to learn is from mistakes - even when they are made by an AI.</p> <p>Last week, my AI assistant confidently refactored a function and broke three other modules in the process. Classic butterfly effect. But here is what made it interesting: instead of me spending an hour tracking down the issue, the AI noticed the failing tests, traced the problem back to its own change, and fixed everything in under two minutes.</p> <p>It was like watching someone trip, catch themselves mid-fall, and somehow end up in a better position than before.</p> <h2> The Funny Part </h2> <p>The AI actually apologized in its commit message. Something like "fix: undo overzealous refactoring." I did not teach it that. It just... knew.</p> <h2> Why This Matters </h2> <p>Perfect AI does not exist. But AI that recovers from its own mistakes? That is genuinely useful. Every developer makes errors. The difference is how fast you recover.</p> <h2> Try It Yourself </h2> <p>Novaro is a local AI programming assistant that plans, builds, tests, and fixes - all on your machine. No cloud uploads. Check it out at <a href="https://novaroki.com" rel="noopener noreferrer">novaroki.com</a>.</p> <p><em>Built solo in Vienna. Always happy to chat about AI and its entertaining failures.</em></p> ai security devops programming