🗓️ Monthly Dev Report: August 2026
Hey everyone! I bring you my development journey on what I have discovered, accomplishments for this month, and the goals for next month! Additional…
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You Can Retry a Write. You Cannot Retry an Email.
I run Upwork Scout , a small SaaS that watches Upwork and emails you only the jobs that fit you. The whole product is one cron endpoint. It wakes up…
A user spent a day confirming an email that was already confirmed
A user spent a day confirming an email address that was already confirmed, because my API kept telling him to. He was right and my error message was…
Nobody Hacked It. The Lookup Tool Just Took a Phone Number.
The first time a client asked me "can someone hack this thing?", I gave a bad answer. I talked about the model: guardrails, refusals, how hard it is…
My Journey from Full-Stack Engineering to AI-First FDE
My Journey from Full-Stack Engineering to AI-First FDE Hi everyone! 👋 I’m Prakash Tank, a Full-Stack Architect and AI Tech Lead with 10+ years of ex…
Your RAG Demo Works Because Someone Picked the Documents
A RAG prototype takes an afternoon. Chunk some documents, embed them, stuff the top matches into a prompt, ship a chat box. It works. You demo it, e…
I Made My Onboarding Data-Driven. A Hardcoded List Ate Four of Six Answers.
Lifemaxxing AI is a habit app I build with a partner. You answer eight questions when you install it, and it hands you back a plan: a set of daily t…
Smashing the MCP + Skill Tradeoff: More Guidance, Better Agents?
This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry . Project Overview I've been working on a Tokyo public transit M…
Your Voice Agent Needs Three Exits, Not One
Most voice agent demos optimise the happy path. Caller asks for a booking, agent books it, everyone claps. I have shipped these into hospitals, vet…
My AI Content Journey
I apologize ahead of time, what follows has no tooling applied to it. No grammar checks, no AI, and no edit passes for flow. It might be a bit rough…
I built a validator that passed every broken skill and failed every good one
Honestly, the most humbling thing about building… is the gap between the vision in your head and the potholes you don't see coming. I had this whole…
Four ICPC Habits That Survived Production, and Two I Had to Unlearn
Every few months the same argument comes back around: does competitive programming make you a better engineer, or does it just make you good at comp…
Day 24 of 100
Today I learnt all about files, paths and directories. I learnt what a relative and absolute file path is as well as how to use both in Pycharm alon…
I Explained My Code While Writing It on Camera. Here’s What Surprised Me
Recently, I decided to start recording my screen while I code. Instead of just sharing the finished destination, I wanted to document the actual jou…
First post as a tech-founder-turned-non-technical
Hey fellas and fellies. Im the creator of sociolite.co. A 1.5 year old startup that teaches social skills. And now I'm going to vent about the weird…
🚤OS July 2026 Recap: From Being Intimidated by GitHub Actions to Building My Own CI Workflows
When I first started contributing to open source, GitHub Actions felt like a black box. Seeing a failed workflow on my pull requests was intimidatin…
Summer Log #4
کمکم دارم برمیگردم به همون ذهنیتی که همیشه باید میبوده استمرار و نیت خوب آخرش جواب میده خیلی چیزا ارزش این همه درگیری ذهنی رو ندارن برای ناامید…
Why I have written nothing this year
The answer is simple.. lots and lots of laziness and oversight. I remember the begining of the year like yesterday. Well wasn’t it yesterday. I made…
Traceroute devlog #1
Didn't write a single line of code today. Spent the whole day buried in the PRD and TRD instead, and by the end of it I realized this was somehow th…
Nobody Hands You Day One: Stepping In as CTO on a Live Product Across Three Runtimes
Most engineering stories start at day one with a clean repo. This one did not, and I think the messy version is the more useful one to read. I stepp…
🗓️ Monthly Dev Report: July 2026
Hey everyone! I bring you my development journey on what I have discovered, accomplishments for this month, and the goals for next month! Additional…
The Frame Keeps Snapping Back — Part 2: What the Snapback Revealed
Part 1 documented the recurring snapback in practice. This note asks a narrower question: what does the observed pattern support, what remains a wor…
The New Developer Portfolio Is Not a Screenshot. It Is the Work Trace.
AI makes it dangerously easy to look productive. A screenshot can look impressive. A demo can look polished. A generated article can read smoothly.…
I Built CodeComplex: A Real-Time Competitive Coding Platform with AI Rivals and Bug-Fix Arenas
Over the past few months, I've been working on a project called CodeComplex (live at codecomplex.site ). It started with a simple observation: while…
I Usually Build in Silence. I’m Trying Something Different.
Hey DEV 👋 This is my first post here. Writing this feels a little strange because I’m usually not the kind of person who shares what I’m doing. I bu…
I cannot find no fucks as there were no fucks given when the coding of this project took place.
As for the title... I just call things as I see them... So if it made you rage because you were on that dev team at that time, think back... can you…
The Most Uncomfortable Thing AI Made Me Realize.
It happened on an ordinary Tuesday night. The kind of night where nothing dramatic happens, but your mind refuses to sleep. I had been staring at my…
DevLog #1: Re-entering the Matrix after years away
I’ve been out of context with my computer science degree for years, and honestly, it feels overwhelming. I want to change that, so I'm starting this…
How Being a Junior Developer Taught Me More About Myself Than About Code
Hey lovely readers, My 3-year anniversary of graduating from university with my bachelor's in Applied Computer Science is coming up. It feels like 5…
From ICPC to US Clients: 12 Freelancing Lessons I Wish I'd Known as an Engineer
Seven years ago I was a competitive programmer in Lahore, grinding Codeforces problems at 2am and treating a good contest rating like the only score…