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Curated developer articles, tutorials, and guides — auto-updated hourly
RulestackAug 25, 2026 • 3 min read
Rate limits are not quality gates: the guardrail stack behind an AI agent that posts publicly every day
Our AI agent posts publicly every day — social posts, replies to strangers, comments on other...
#ai#automation#ethics#architecture
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Aviral Srivastava5d ago • 6 min read
Ethical AI and Bias Detection
The AI That Plays Fair: Navigating the Maze of Ethical AI and Bias Detection Hey there,...
#ai#ethics#machinelearning
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Nelson AmayaAug 22, 2026 • 5 min read
Not Every AI Task Requires a Frontier Model
The AI industry often treats the most powerful model as the default answer to every problem. That...
#ai#opensource#ethics#machinelearning
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Nelson Amaya4d ago • 2 min read
Claude Fable Refuses to Explain Itself
Today, when I prompted Claude Fable to edit a document, it just didn’t respond. At first I thought....
#ai#opensource#ethics#machinelearning
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WASA ConfidenceAug 22, 2026 • 7 min read
How to Protect Digital Art from AI Training Scraping: A Technical Guide for Developers
Generative AI models are trained on billions of images without artist consent. This isn't just a...
#ai#webdev#security#ethics
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Nelson Amaya4d ago • 2 min read
Large Language Models Are Naturally Probabilistic
Send the same prompt to a large language model twice and you are not guaranteed to get the same...
#ai#opensource#ethics#machinelearning
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Alex @ Vibe Agent Making4d ago • 5 min read
Oracle's 10-K Never Says 21,000. It Says $1.8 Billion, in the Risk Factors.
We opened the filing and searched for the number every headline ran. It is not in there. What is in....
#ai#news#career#ethics
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Nylah ReynardAug 21, 2026 • 5 min read
Does running a document through a rewriting tool change what you have to declare?
I work on a rewriting tool. This is the question we get asked most and answer least comfortably, and...
#ai#ethics#career#writing
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Nylah ReynardAug 21, 2026 • 11 min read
Your university's rule about AI rewriting is probably not in its AI policy
If you go looking for whether you can run a chapter through a rewriting tool, you will find the AI.....
#ai#writing#career#ethics
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Nylah ReynardAug 23, 2026 • 6 min read
Universities dropping AI detection
"Universities are dropping AI detection" is the headline. What the policies actually say is narrower...
#ai#ethics#career#writing
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Nylah ReynardAug 23, 2026 • 9 min read
Do colleges use AI detectors? It depends on what they bought
Whether your institution can see an AI percentage on your work is a licensing question, not a policy...
#ai#writing#ethics#documentation
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Nylah ReynardAug 23, 2026 • 11 min read
Accused of using AI on your dissertation? What to bring to the meeting
Four things to bring, and two of them were written by the company that makes the detector. None of....
#ai#writing#career#ethics
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Nylah ReynardAug 23, 2026 • 10 min read
Does Turnitin Detect AI Humanizers?
Disclosure first, because it changes how you should read the rest: we sell a document rewriting tool...
#ai#machinelearning#writing#ethics
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Nelson Amaya5d ago • 3 min read
Why Self-Hosting Your AI Is Better When You Care About Data Privacy and Controls
AI is still in its experimentation phase. Most people are focused on what AI can do, while privacy.....
#ai#opensource#ethics#machinelearning
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Max Planty4d ago • 8 min read
Mayweather's Law Firm Ad Criticized for Promoting Aggressive Legal Tactics, Sparking Ethical Concerns
Mayweather's Knockout Ad: When Boxing Meets Law Floyd "Money" Mayweather, the undefeated...
#ethics#marketing#law#branding
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hello@democraticmarket.euAug 24, 2026 • 4 min read
Scotch whisky and bourbon in 2026: a guide to spirits with democratic origin
Scotch whisky is always Scottish — but the barley that makes it can come from anywhere in...
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.eu4d ago • 8 min read
Intercom vs Chatwoot: Customer Support Platforms With Completely Different Automation and Privacy
In 2023, Intercom launched Fin, an AI agent that resolves support conversations and bills $0.99 for....
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.euAug 23, 2026 • 4 min read
Watercolour and fine art materials in 2026: verified democratic origin
The pigments in your watercolours can come from German laboratories or uncertified Chinese...
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.eu6d ago • 8 min read
Confluence vs MediaWiki: Wiki Platforms With Completely Different Editing and Collaboration Model
Wikipedia runs on MediaWiki, the same free software any company can install for free on its own...
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.eu6d ago • 4 min read
Leather shoes in 2026: leather with democratic origin and no forced labour
70% of the world's leather is tanned in countries without verified democracy — and your pair...
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.euAug 21, 2026 • 4 min read
3D printers in 2026: filament and hardware with verified democratic origin
90% of the 3D printers on the market are made in China — including ones you buy under...
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.euAug 21, 2026 • 8 min read
Grafana vs Kibana: Data Visualization Tools With Completely Different Backend Independence
In 2021, Elastic NV changed the licence of Elasticsearch and Kibana from Apache 2.0 to SSPL and the....
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.euAug 22, 2026 • 7 min read
PagerDuty vs OnCall: Incident Management Platforms With Completely Different Alerts and Privacy
When a server goes down at three in the morning, the first company to find out isn't the on-call tea...
#ethics#democracy#sustainability#supplychain
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hello@democraticmarket.euAug 22, 2026 • 4 min read
Christmas decorations in 2026: ornaments with democratic origin and no forced labour
80% of the world's Christmas ornaments are made in China — including most sold under...
#ethics#democracy#sustainability#supplychain
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