AIQB
TutorialsOrdinary

TrustIntern: I built a scam detective for internship offers in 5.5 hours, and my agents kept receipts

Source: DEV Community·

Summary

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-af8a499be25819e3a65b817f
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
Three doctors, eight pills, one graph: what my agent found that nobody was looking for
Meet Lakshmi. She is 72, and she doesn't exist. I built her for this project as a synthetic patient,...
Source: DEV Community
TutorialsOrdinary
One Rust Unicode Bug, Three Coding Models: A Reproducible Comparison
Coding-model leaderboards reveal little about how a model handles a real bug. A Rust function can...
Source: DEV Community
TutorialsOrdinary
LLMs on Consumer Hardware — Part 6: The Orchestration Ceiling — Why a Bigger Coordinator Doesn't Fix the Loop
The sixth entry in a build-log series on local LLMs. With the large coordinator finally running, the question was whether a bigger model fixes orchestration. It does not — the ceiling is a property of the agentic loop, not of model size — …
Source: DEV Community
TutorialsOrdinary
Our validator checked files, not frames — the first external user taught us the difference
auto-xhs is an open-source system that lets an AI agent (Muse, Dots, or Grok Bot) run a Xiaohongshu...
Source: DEV Community · Grok
TutorialsOrdinary
An Agent That Remembers: Short-Term and Long-Term Memory on AgentCore
AgentCore Memory tutorial: one memory resource, a preference recalled a session later, two actors kept apart, and an episodic record...
Source: DEV Community
TutorialsOrdinary
Fridge2Fork ~ Before it Goes in the Bin
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
Source: DEV Community
TutorialsOrdinary
Localscout: an open-weight agent that audits a local business's website before it pitches them
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
Source: DEV Community
TutorialsOrdinary
FollowUp Local: a Gemma model on your laptop that tells you why the customer went quiet
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
Source: DEV Community
TutorialsOrdinary
A Company Brain that cites its sources or refuses: DecisionGraph on FalkorDB
Built for Graph Hacks 2026 (WeMakeDevs × FalkorDB), Company Brain track. Repo:...
Source: DEV Community
TutorialsOrdinary
Zero-Backend AI: Running Local Embeddings, BM25, and Hybrid RRF Search 100% in the Browser
Why pay monthly cloud bills for hosted vector databases when modern browsers can run quantized embeddings, an in-memory BM25 index, and reciprocal rank fusion locally? Here is the architecture, code, and trade-offs.
Source: DEV Community