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Someone just starting out looking for feedback

Getting into coding just for fun. I've been working through lessons and Codecademy and this is my first project for development basics. This is the…

algorithmsbeginnerscodingshowdev
Dev.to Oct 18, 2026, 05:32 UTC
EN

Engineering a Multimodal Travel Planner on a 228,060-Edge Graph

A flight search engine answers a well-defined question: which available flights connect two airports? A door-to-door travel planner must answer a mo…

algorithmsarchitecturetraveltypescript
Dev.to Oct 17, 2026, 13:26 UTC
EN

Your RAG Searches by Meaning. But What About Exact Words? Meet BM25

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs d…

algorithmsllmragsearch
Dev.to Sep 26, 2026, 20:44 UTC
EN

How Uber Computes Estimated Time of Arrival (ETA)

Short answer: how does Uber compute ETA? Uber snaps noisy GPS pings to the road network (map matching), finds candidate routes on a road graph, and…

algorithmsmachinelearningscalabilitysystemdesign
Dev.to Sep 26, 2026, 17:05 UTC
EN

How to Come Up With the Raft Consensus Algorithm Yourself

If someone asks you to explain Raft, you might hear a list of terms like: Leader election Terms RequestVote AppendEntries Log replication Commit ind…

distributedsystemsalgorithmsprogrammingarchitecture
Dev.to Sep 26, 2026, 14:52 UTC
EN

Building a Zero-Lag Client-Side Python Visualizer with Pyodide & WebAssembly

Understanding code execution, call stacks, and pointer mutations can be tricky—especially when debugging complex algorithms, recursion, or data stru…

pythonwebassemblyalgorithmswebdev
Dev.to Sep 19, 2026, 06:02 UTC
EN

Watch, don't memorize: I built a free visual way to finally understand data structures

You can read a hundred explanations of a linked list and still freeze when someone asks you to reverse one in an interview. You know the definition.…

algorithmspythonbeginnerscareer
Dev.to Sep 11, 2026, 21:30 UTC
EN

I'm Learning DSA by Teaching It And I Want Your Feedback

Hey everyone! 👋 I’ve recently started explaining DSA problems on my personal YouTube channel. While solving DSA problems, I realized something: Unde…

algorithmsbeginnerscomputersciencelearning
Dev.to Sep 3, 2026, 14:10 UTC
EN

I spent months building an exact incremental-computation library in C. I finally put the reproducible benchmarks on GitHub.

I’ve been working on a performance project called HKD Kernel. The premise is that a lot of large computations repeat work unnecessarily. If only a t…

algorithmscopensourceperformance
Dev.to Aug 29, 2026, 18:29 UTC
EN

Designing Algorithms That Adapt to Their Input Distribution

Most algorithms are taught as if the input were some abstract thing that simply arrives at the function boundary. An array appears. A graph appears.…

apialgorithmssoftwaredevelopmentsoftwareengineering
Dev.to Aug 24, 2026, 16:20 UTC
EN

Algorithmic Patterns: The Ultimate Guide to Sliding Window

The Sliding Window pattern is one of the most vital algorithmic techniques for optimizing array and string problems. Instead of repeatedly processin…

algorithmsdsaleetcodeprogramming
Dev.to Aug 17, 2026, 15:15 UTC
EN

I built a content recommender as a graph, and it found similarities I wasn't looking for

Most beginner recommendation projects are a dictionary lookup. You type "comedy", it returns the comedy list. That works, and it is also the reason…

pythonalgorithmsbeginnersdatastructures
Dev.to Aug 16, 2026, 23:01 UTC
EN

Why I use reconstruction puzzles to keep interview algorithms fresh

The hardest part of algorithm interview prep was not learning binary search or two pointers for the first time. It was opening an old problem months…

pythoncareeralgorithmsproductivity
Dev.to Aug 8, 2026, 10:36 UTC
EN

How We Evolved a Cultural Recommendation Feed From a Weighted SQL Ranker to a Narrative Affinity Model

Building a personalization engine for a multi-format content feed, without machine learning, and the testing process that forced us to rebuild it. T…

phpmysqlalgorithmssoftwareengineering
Dev.to Aug 8, 2026, 03:05 UTC
EN

Building an AI lineup optimizer for a Discord esports bot (the algorithm, not the hype)

Every esports team captain has done this by hand at least once: open Discord, scroll through a dozen "I can play Thursday after 8" messages, cross-r…

discordaigamedevalgorithms
Dev.to Jul 31, 2026, 21:32 UTC
EN

Collaborative Filtering: How Computers Find Your Next Favourite Thing

🎯 Finding Your Taste Twin Imagine walking into a party where you don't know anyone. Someone notices your t-shirt and starts a conversation: "You lik…

algorithmsaimachinelearningrecommendations
Dev.to Jul 31, 2026, 18:01 UTC
EN

Building a Perceptual Hash Pipeline for Video Deduplication in Python

A single viral clip never stays a single file. Within hours of a video trending, our crawlers pull the "same" clip back a dozen times: re-encoded at…

pythonvideoalgorithmssqlite
Dev.to Jul 27, 2026, 14:00 UTC
EN

39,000 Torrents: The Bug My Green Benchmark Never Caught

[Torrent911] Inception.2010.TRUEFRENCH.1080p.BluRay.x264-YIFY That's a real filename. The goal: extract "Inception" and "2010" from it, query the TM…

matchingalgorithmsbenchmarkselfhosting
Dev.to Jul 25, 2026, 09:00 UTC
EN

How the Brazilian CPF Validation Algorithm Works in JavaScript (Step-by-Step)

If you're building software for Brazilian users, you've probably come across the CPF (Cadastro de Pessoas Físicas). It's Brazil's individual taxpaye…

algorithmsjavascripttutorialwebdev
Dev.to Jul 20, 2026, 15:54 UTC
EN

How I built a pure Python DNA Genome assembler using B&B

My attempt at solving the Shortest Common Superstring problem using graph theory and no additional libraries. Overview Assembling DNA Genome is a pr…

algorithmspythonshowdev
Dev.to Jul 16, 2026, 17:07 UTC
EN

Semantic Drift in LLMs: How Archetypal Attractors (Like “Goblin”) Emerge and How Structured Reflection Reduces Them

Large language models often develop recurring symbolic patterns — archetypes, metaphors, and memetic shortcuts — that appear across unrelated contex…

aimachinelearningalgorithmsarchitecture
Dev.to Jul 10, 2026, 03:30 UTC
EN

Every hand is solvable: engineering a block puzzle that never cheats

Block puzzles — the 8×8 "place three pieces, clear lines" genre — share a dirty secret: sometimes the game simply deals you pieces that cannot fit a…

gamedevalgorithmsflutterindiedev
Dev.to Jul 6, 2026, 19:17 UTC
EN

[System Design] Ride-Hailing Dispatch Algorithm: How Uber DISCO & Grab DispatchGym Match Drivers

Every time you tap "Book Ride," a system makes dozens of decisions in under two seconds: Which driver? What route? What's the real ETA? This article…

systemdesignarchitecturealgorithmsgo
Dev.to Jun 15, 2026, 00:01 UTC
EN

Surprise Over Age of Fundamental Algorithms: Modern AI Excluded from Standard University Courses

Introduction: The Timeless Nature of Algorithms When you crack open a standard Data Structures and Algorithms textbook, it’s easy to assume the cont…

algorithmshistoryeducationai
Dev.to Jun 14, 2026, 18:16 UTC
EN

I am a 16-year-old dev and built a Heuristic Algorithm for the Subset Sum Problem approximating O(\log N). Need your feedback!

First, peace be upon you. I am a 16-year-old programmer, and I tried to solve the well-known Subset Sum problem. Before starting the definition, the…

algorithmscomputersciencediscussshowdev
Dev.to Jun 13, 2026, 12:19 UTC
EN

I Got Bored of LeetCode, so I Built a Coding RPG

https://dsa-life-simulator-frontend.vercel.app"I made a free tool to make DSA practice feel like an RPG — would like feedback from this community"Be…

algorithmsleetcodeshowdevsideprojects
Dev.to Jun 11, 2026, 06:11 UTC
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Markov Chain Coin Sequence: E[HH] vs E[HTH] Explained

In This Article The Question The Intuition Trap Building the State Machine for HH Solving the System: E[HH] = 6 Building the State Machine for HTH S…

algorithmscomputersciencetutorial
Dev.to May 31, 2026, 18:25 UTC
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Why I Stop Sorting and Start Heaping: A Practical Guide to Priority Queues

Why I Stop Sorting and Start Heaping: A Practical Guide to Priority Queues Quick context (why you're writing this) I was grinding through LeetCode’s…

algorithmsdatastructuresprogrammingcoding
Dev.to May 31, 2026, 11:24 UTC
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The Algorithmic Yes-Man: Why AI Constantly Agrees with You

It can feel a bit eerie when an artificial intelligence system effortlessly nods along with your ideas, validates an unconventional opinion, or gent…

aialgorithmssycophancylearning
Dev.to May 29, 2026, 18:30 UTC
EN

no-cycle finds 0 cycles in next.js (and other lies caches tell you)

We benchmark import-next/no-cycle against eslint-plugin-import/no-cycle and oxlint's native Rust port on next.js (131K stars, 14,556 source files).…

eslintstaticanalysisperformancealgorithms
Dev.to May 24, 2026, 03:07 UTC

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