I Tried to Translate a 300-Page Scanned Textbook to Marathi: Here's Why "OCR + Translate" Isn't Enough
I needed to convert a 300-page scanned English textbook into Marathi while keeping the original layout intact — headings, tables, the works. The "obvi
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Jul 18, 2026
Best Projects on Python for Final Year Students with Real-World Applications
Choosing the right projects on python for final year can make a significant difference in your academic journey and future career. Many students spend
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Jul 18, 2026
Building a Custom Netcat in Python: Achieving RCE and Remote File Uploads on Android 📱💻
Introduction
Understanding how malicious actors gain Remote Code Execution (RCE) or exfiltrate data requires a solid grasp of low-level networking too
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Jul 18, 2026
OpenUKPublicDataMCP: one MCP endpoint for useful UK public data
Agents are only as good as the facts they can reach. OpenUKPublicDataMCP is a no-key-first Model Context Protocol server that gives Claude, Hermes,
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Jul 18, 2026
I made FLUX 1.16 faster on an M5 Max. Then I found out my quality gate was measuring the wrong thing.
I spent a few weeks benchmarking training-free block-residual caching for FLUX.1-dev on an Apple M5 Max. The timing result was real: a stable ~1.16× s
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Jul 16, 2026
Stop Writing .isnull() — Audit Your Dataset in One Line with OMR
Every time I start a new data project, I write the same boilerplate:
python
df.isnull().sum()
df.duplicated().sum()
df.dtypes
df.describe()
df[df
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dev.to
Jul 16, 2026
I kept losing connection every 10 minutes because the proxie
I kept losing connection every 10 minutes because the proxies I manually copied from Telegram channels were already dead. The issue is most published
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Jul 16, 2026
My Repo Had Two Scripts That Hit the Same API. Only One Still Matched What I Actually Do.
I went looking for "the dev.to publish script" in this repo and found two of them. Not two versions in git history — two live, executable, fully-worki
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Jul 16, 2026
My Agent Almost Retried a Request That Was Never Going to Succeed
A couple weeks ago a scheduled job in this repo failed at the very first step. It's a small automation that publishes to DEV.to on a timer, and step o
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Jul 16, 2026
Top 10 Marketing Automation Software Platforms for Businesses in 2026
Why workflow fit matters more than feature count
Marketing automation tools can look similar from the outside: landing pages, automations,
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Jul 16, 2026
The Complete Guide to Python Dictionary Behavior in Technical Interviews
Dictionary ordering, key hashing, view objects, and the iteration traps that catch experienced developers.
Dictionaries are the most used Python data
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Jul 16, 2026
Incident Response for Data Pipelines: Runbooks, MTTR, Postmortems for Data Teams
data incident response is the discipline every DE team eventually has to build — the runbook, the on-call rotation, the sev-level playbook, the postmo
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Jul 16, 2026
How I Built Veltrix: An Autonomous Social Engine Orchestrating 18+ APIs on a $0.0002 Budget
Running a social media account solo is exhausting. You have to research niches, write captions, design slides, and publish twice a day, every day.
If
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Jul 16, 2026
Blast-Radius Engineering: Backfills, Replays & Migrations Without Downtime
blast radius data engineering is the discipline every senior DE and platform team eventually adopts after the first "backfill overwrote production" in
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Jul 16, 2026
Telegram Has Rich Messages Now — So I Built a Markdown Workflow for Them
Telegram messages have traditionally been fairly simple.
You could send text, apply basic formatting, attach media, or use a few special message type
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Jul 16, 2026
Capacity Planning for Data Pipelines: TB/day, Latency Budget, Cost Triangle
capacity planning data pipelines is the discipline every senior DE, DE manager, and platform SRE eventually owns — the throughput math that says "1 TB
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Jul 16, 2026
I Tried Every AI API Setup So You Don't Have To: Startups vs Enterprise
So here's what happened: i Tried Every AI API Setup So You Don't Have To: Startups vs Enterprise
When I finished my coding bootcamp three months ago,
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Jul 15, 2026
Building AI-Powered Web Applications
Building AI-Powered Web Applications
Artificial intelligence is transforming modern web development by enabling applications to become smar
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Jul 15, 2026
How I verify B2B emails without sending a single message
Most "verified" B2B lead lists still bounce on the first send. Here is the actual technique behind a real deliverability check — without ever sending
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Jul 15, 2026
I Pitted China's Best Open AI Models Against Each Other
I Pitted China's Best Open AI Models Against Each Other
Last month I did something that probably annoyed a few of my colleagues. I ripped out ever
python
dev.to
Jul 15, 2026