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@Thepracticaldev

A constructive and inclusive social network for software developers. With you every step of your journey.

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  • Aug 14, 2026earliest in window
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News

DEV Community
dev.to > kestrelquant > decoding-the-llms-subconscious-building-implicit-risk-control-via-nlp-semantic-parsing-30ha

Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing

5+ hour, 10+ min ago   (524+ words) At 2026-09-12 01:20:47, my AI-driven crypto trading system was milliseconds away from executing a leveraged long position on NEARUSDT. The Large Language Model (LLM) had just outputted a definitive, structured JSON decision: FINAL_RULING=PROCEED. By all traditional algorithmic metrics, it was a green light....

DEV Community
dev.to > haidar_ali0 > open-source-1fb6

Open Source 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐒𝐢𝐠𝐧𝐚𝐥 𝐒𝐞𝐫𝐯𝐞𝐫

6+ hour, 32+ min ago   (389+ words) LLMs can become useful analysis assistants when they have structured data and real‑time market context, meaning they have enough relevant information for the task. Getting specific indicators, news, and candles into an LLM is difficult, even with search tools…...

DEV Community
dev.to > superwavvy > 5-errors-i-hit-building-defi-bots-and-how-to-fix-them-106f

5 Errors I Hit Building DeFi Bots (And How to Fix Them)

23+ hour, 32+ min ago   (580+ words) Building production bots on free APIs sounds cool in theory. In practice, you hit walls immediately. Here are the 5 real errors I encountered while building two Ethereum monitoring bots, and exactly how I fixed them. The Problem: I started monitoring…...

DEV Community
dev.to > mryadavgulshan > how-to-get-clients-for-freelancing-the-2026-playbook-1flc

How to Get Clients for Freelancing: The 2026 Playbook

1+ day, 5+ hour ago   (1000+ words) From $11.40 an hour to a full pipeline — the five-source system I now use to fill my calendar without begging. This is the 2026 playbook: how I get clients now, in order of how much revenue each source actually produces, with the…...

DEV Community
dev.to > robimbeault > ai-wont-be-priced-by-tokens-forever-a2m

AI Won’t Be Priced by Tokens Forever

2+ day, 13+ hour ago   (907+ words) Nobody wants to buy tokens. They want useful work, and eventually, AI will be priced that way too. Every new technology seems to begin by billing us for the thing engineers can measure most easily. Electricity gave us kilowatt-hours. Telecommunications…...

DEV Community
dev.to > edycutjong > hederas-evm-speaks-tinybar-its-rpc-speaks-weibar-and-both-mistakes-return-success-132e

Hedera's EVM speaks tinybar, its RPC speaks weibar, and both mistakes return SUCCESS

3+ day, 6+ hour ago   (709+ words) I lost most of a day to a bug that never once failed. I was building a contract that pays for its own future: an access subscription that re-arms itself on-chain through the Hedera Schedule Service, so an agent pays…...

DEV Community
dev.to > serdartavukcu > borsa-verisiyle-calisirken-surekli-donup-dolasip-kullandigim-6-python-kutuphanesi-2apj

Borsa Verisiyle Çalışırken Sürekli Dönüp Dolaşıp Kullandığım 6 Python Kütüphanesi

3+ day, 19+ hour ago   (59+ words) Arac secimi zeka degil tekrar meselesi, ayni ise ayni araci kullanmak hiz kazandiriyor. Tagged with finance, python, data....

DEV Community
dev.to > dahood_dahood_6f3477d6e32 > i-built-a-social-fintech-platform-solo-no-co-founder-no-funding-no-cs-degree-heres-aurum-3d4e

I built a social fintech platform solo, no co-founder, no funding, no CS degree. Here's AURUM.

4+ day, 5+ hour ago   (187+ words) For the past several months I've been building AURUM alone, a platform where achievements are backed by real money stakes instead of just being posts people scroll past. The stack: Cloudflare Workers + D1 (SQLite) for the backend, Clerk for auth, Paystack…...

DEV Community
dev.to > zunairah_k > zero-dependencies-sounds-easy-until-you-have-to-build-everything-yourself-5cnm

Zero Dependencies Sounds Easy Until You Have to Build Everything Yourself

4+ day, 14+ hour ago   (364+ words) We built a dead-man's-switch for your crypto wallet. Then we broke our own encryption on purpose, just to make sure we knew how to fix it. Team Name: FemTech Team Members: Umaima, Zunairah, Alizah Track E — Security & Crypto Utilities Zero…...

DEV Community
dev.to > gruvai > your-payout-csv-was-already-broken-before-validation-ran-185m

Your payout CSV was already broken before validation ran

5+ day, 1+ hour ago   (720+ words) A partner sent their monthly contractor file on the first, the way they had for two years. 1,847 rows. Our importer validated every one of them and reported no errors. We funded the batch and submitted it. 63 payments came back as…...