Topics
Every subject on Aqvil, and who knows it.
Topics are a curated catalogue, not free-text tags. Each card is a junction in the network: the articles filed under it, the people who have published on it, and the businesses that work in it.
- Topics
- 19
- Articles
- 28
- Experts
- 8
- Businesses
- 6
Technology
How software, infrastructure and data actually get built and run.
7 topics · 22 articles · 6 experts
Everything in TechnologyArtificial Intelligence
Practical guides, expert opinions, research and case studies about building with AI.
Latest: The Ultimate Guide to Discord Bots
10 reads · 2 articles · 1 business



AI Agents
Tool-using, autonomous and semi-autonomous systems, and how to keep them safe.
Latest: The Job Search Has Changed. And We're Optimizing for the Wrong Thing
110 reads · 4 articles · 2 businesses

Large Language Models
Working with LLMs in production: cost, quality, evaluation and prompting.
Latest: How we cut LLM inference costs by 61% without touching model quality
32 reads · 2 articles · 1 business

Retrieval-Augmented Generation
Retrieval, chunking, reranking and grounding answers in your own data.
Latest: Evaluating LLM output when there is no ground truth
11 reads · 1 article
AI Automation
Replacing manual processes with models, and what it takes to make that stick.
Latest: The Job Search Has Changed. And We're Optimizing for the Wrong Thing
140 reads · 6 articles · 1 business

Cybersecurity
Defending real organisations: email, identity, incident response and the boring controls that work.
Latest: Detecting phishing before it reaches your employees
123 reads · 5 articles · 1 business

Cloud Computing
Architecture, cost and operations on cloud platforms.
Latest: Postgres full-text search is enough until it isn't. Here is where the line is.
140 reads · 2 articles · 2 businesses


Business
Starting, running and growing companies, from people who are doing it.
7 topics · 17 articles · 5 experts
Everything in BusinessEntrepreneurship
Founding, early hires, fundraising and the decisions nobody warns you about.
Latest: What 200 founders told us about their first sales hire
91 reads · 2 articles
Marketing
Getting the right people to notice, with evidence about what worked.
Latest: The case study is the best marketing you are not writing
95 reads · 5 articles · 1 business

Sales
Pipeline, process and the craft of closing.
Latest: What 200 founders told us about their first sales hire
354 reads · 5 articles · 1 business
Finance
Cash, accounting, pricing and the operational side of money.
Nothing filed yet. Be the first.0 articles
Product Management
Deciding what to build and knowing whether it worked.
Latest: Why we killed our own lead scoring model
132 reads · 2 articles · 1 business


SaaS
Building and running software-as-a-service businesses.
Latest: The pipeline metric most sales teams track wrong
154 reads · 2 articles · 1 business

Human Resources
HR and people operations: hiring, onboarding, pay, performance and keeping good people.
Latest: The Job Search Has Changed. And We're Optimizing for the Wrong Thing
7 reads · 1 article

Engineering
Software engineering practice: code, systems, teams and trade-offs.
5 topics · 11 articles · 3 experts
Everything in EngineeringSoftware Engineering
Practices, architecture and lessons from shipping software.
Latest: We migrated 40 services to a monorepo. Here is the honest ledger.
63 reads · 1 article
Backend
Services, databases, APIs and the systems behind the interface.
Latest: The Ultimate Guide to Discord Bots
144 reads · 3 articles · 1 business

Frontend
Interfaces, performance and the web platform.
Nothing filed yet. Be the first.0 articles
DevOps
Build, deploy, observe and operate.
Latest: How to build a workflow you can actually inspect
247 reads · 5 articles · 1 business
Workflow Automation
Connecting systems and removing manual steps, with or without AI.
Latest: The Ultimate Guide to Discord Bots
12 reads · 2 articles
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Topics are added deliberately, when there’s real content and real expertise behind them. Publish under the closest one and tell us what’s missing.
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