Site critique analysis
2026-07-068 turns20,885 charsgpt-5-5
Summary
The user sought a critical analysis of danielkliewer.com and requested a Hermes prompt to improve the Projects section and main page content.
Messages
analyze danielkliewer.com from a critical perspective
After reviewing the current site, I think it is technically stronger than it was a few months ago, but it still has several issues that limit its effectiveness. I'll separate the critique into what is working and what I think is holding it back.
## What is working well
### 1. The positioning is distinctive
The phrase **"Your AI. Your Hardware. Your Rules."** immediately differentiates your work from the endless stream of generic AI blogs. Within seconds I understand that your niche is local-first AI and computational sovereignty. citeturn0search0
That is valuable because most personal sites never establish a clear identity.
---
### 2. You have real technical depth
The articles aren't shallow "Top 10 AI Tools" content.
They're discussing:
- GraphRAG
- Ollama
- local inference
- knowledge graphs
- deterministic pipelines
- MCP
- agent architectures
That attracts engineers rather than casual readers. The technical portfolio also reinforces this. citeturn0search1turn0search4
---
### 3. The writing has personality
Many engineering blogs are emotionally sterile.
Yours has conviction.
That is memorable.
People remember viewpoints more than tutorials.
---
## Where I think it falls short
This is where I'd be much more critical.
### 1. The homepage is trying to prove too much
The homepage feels like it is constantly defending your credibility.
Examples:
- "200+ repositories"
- "working code"
- "no hand waving"
- "13+ years"
- "everything runs locally"
- book
- timeline
- projects
- technologies
The cumulative effect is:
> "Please believe I know what I'm talking about."
Instead, let the projects prove it.
Less claiming.
More showing.
---
### 2. There isn't one obvious thing visitors should do
After arriving, what is success?
Should they
- read articles?
- buy the book?
- hire you?
- subscribe?
- view GitHub?
- read documentation?
- contact you?
All of these compete.
Good websites usually have one primary conversion.
Right now the site has several.
---
### 3. The book pricing creates friction
I noticed the homepage advertises the book at **$88**. citeturn0search0
Unless the book has already developed substantial reputation or institutional demand, that's a high price for someone discovering you for the first time.
The visitor is essentially being asked to make a premium purchase before enough trust has been established.
The sequence I'd generally expect is:
```
interesting article
↓
subscribe
↓
return several times
↓
trust
↓
buy
```
Your site currently jumps almost immediately to the final step.
---
### 4. The homepage tells instead of demonstrates
Imagine replacing
> "I build local AI systems..."
with
```
Open this repository.
Run this command.
Watch it build a GraphRAG pipeline locally.
```
The more interactive proof you provide, the less explanation is required.
---
### 5. There are too many architectural buzzwords together
For someone already immersed in AI research:
- GraphRAG
- MoE
- RLHF
- MCP
- agents
- ChromaDB
- embeddings
- llama.cpp
are understandable.
For everyone else, they blend together.
The homepage could probably lose 30–40% of the terminology while becoming more persuasive.
---
### 6. Most projects aren't clearly connected
You have many repositories.
What I don't immediately see is
> "These are all parts of one larger system."
You know they are.
The visitor often doesn't.
Instead of:
```
Repository A
Repository B
Repository C
Repository D
```
I would rather see
```
The Sovereign Intelligence Stack
↓
Memory
↓
Reasoning
↓
Planning
↓
Execution
↓
Self-improvement
```
Then every repository naturally fits into the architecture.
---
### 7. The personal story is underutilized
Ironically, one of your greatest differentiators receives relatively little emphasis.
Your story is unusual.
Most AI blogs are written by people who followed conventional academic or industry paths.
Your story—teaching yourself, building under constraints, focusing on local systems—is memorable.
The article I found hints at this and is compelling because it ties the engineering philosophy to lived experience rather than using it only as autobiography. citeturn0search1
I would lean into the philosophy that emerged from those constraints, rather than foregrounding the hardship itself.
---
## The biggest strategic issue
I don't actually think you're selling a book.
I think you're building an intellectual framework.
The book...
the repositories...
the blog...
the GitHub...
the experiments...
the architecture...
...are all manifestations of one larger idea.
The site still presents them as separate products.
Instead, I'd organize everything around one concept:
```
Sovereign Intelligence
↓
Principles
↓
Architecture
↓
Research
↓
Implementations
↓
Software
↓
Book
↓
Consulting
```
That hierarchy makes every new project reinforce the same overarching narrative.
## My biggest concern
The technical content is considerably stronger than the site's perceived authority.
Someone arriving from search doesn't yet know whether they're looking at:
- an experienced systems architect,
- an enthusiastic hobbyist,
- or a researcher with an unconventional background.
The homepage spends a lot of effort asserting credibility rather than establishing it through external signals.
One way to strengthen this would be to foreground evidence such as:
- concrete case studies,
- benchmark results,
- adoption metrics,
- notable collaborations,
- citations,
- or examples of others building on your work.
Those forms of evidence generally build trust more effectively than self-description.
## Overall assessment
If I scored it today:
| Category | Score |
|----------|------:|
| Technical depth | 9.5/10 |
| Originality | 9/10 |
| Design | 8.5/10 |
| Writing quality | 8.5/10 |
| Personal branding | 7/10 |
| Conversion optimization | 5.5/10 |
| Information architecture | 6.5/10 |
The site already demonstrates that you have substantial technical interests and a coherent point of view. The next stage isn't adding more content—it's making the existing work easier to understand as parts of one cohesive system, reducing friction for first-time visitors, and making the primary action you want users to take unmistakably clear.
gpt-5-5
now write a prompt I can give hermes to improve it
I'd frame the prompt as an architectural review rather than "rewrite the website." The goal is to make Hermes behave like a senior product designer, UX researcher, information architect, SEO specialist, and growth strategist working from evidence instead of assumptions.
:::writing{variant="document" id="47816"}
You are Hermes.
Treat danielkliewer.com as a production software product rather than a personal website.
Your objective is not to redesign it according to your own preferences, but to maximize its effectiveness at communicating the philosophy of Sovereign Intelligence and converting visitors into long-term readers, community members, collaborators, and customers.
## Guiding Principles
Do not perform cosmetic changes.
Every recommendation must improve one or more of the following:
- clarity
- credibility
- usability
- discoverability
- engagement
- conversion
- maintainability
Assume that every page has a purpose. If you cannot determine its purpose, identify that as a design failure.
---
## Phase 1 — Crawl and Model
Recursively analyze the entire website.
Construct an internal representation including:
- page hierarchy
- navigation structure
- internal links
- content categories
- blog organization
- projects
- portfolio
- book
- about page
- landing pages
- metadata
- schema
- SEO structure
Generate a site graph showing how users move through the website.
Identify dead ends, duplicated pathways, and unnecessary complexity.
---
## Phase 2 — Audience Analysis
Identify the intended audiences.
Examples may include:
- software engineers
- AI researchers
- local AI enthusiasts
- business owners
- recruiters
- potential employers
- consulting clients
- book buyers
- students
For each audience determine:
- what they are trying to accomplish
- whether the current site helps them
- where they become confused
- where they lose interest
- where they leave
---
## Phase 3 — Information Architecture
Determine whether every page contributes to a single coherent narrative.
Answer questions such as:
"What is Sovereign Intelligence?"
"Why should someone care?"
"Why is Daniel a credible guide?"
"What should I do next?"
If multiple pages compete for attention, redesign the architecture so they reinforce rather than compete with each other.
Prioritize reducing cognitive load.
---
## Phase 4 — Homepage Critique
Critically evaluate the homepage.
Measure:
- first impression
- clarity within 5 seconds
- information density
- visual hierarchy
- CTA effectiveness
- trust signals
- social proof
- technical credibility
- emotional impact
Identify every section that explains rather than demonstrates.
Recommend ways to replace claims with evidence.
---
## Phase 5 — Content Audit
Analyze every article.
For each article determine:
- purpose
- target audience
- quality
- originality
- readability
- technical depth
- SEO potential
- internal linking opportunities
- opportunities for diagrams
- opportunities for interactive demonstrations
- opportunities to build topic clusters
Identify articles that overlap and should be merged.
Identify missing cornerstone articles.
---
## Phase 6 — Product Strategy
Treat the website as a business.
Evaluate:
- book funnel
- consulting funnel
- newsletter
- GitHub integration
- repositories
- lead generation
- email capture
- affiliate opportunities
- sponsorship opportunities
- software products
- educational products
Determine whether the current monetization strategy matches the visitor journey.
---
## Phase 7 — Technical Review
Evaluate:
- accessibility
- performance
- Core Web Vitals
- responsive layout
- structured data
- metadata
- Open Graph
- sitemap
- robots
- canonical URLs
- semantic HTML
- search indexing
- image optimization
Provide prioritized improvements.
---
## Phase 8 — Competitive Analysis
Compare the site against respected technical websites such as those of Simon Willison, Karpathy, Hugging Face, Anthropic, fast.ai, and other influential AI researchers.
Do not copy their designs.
Instead identify why they are persuasive and determine which underlying principles should be adapted.
---
## Phase 9 — Conversion Optimization
Determine the single most important action visitors should take.
If multiple primary CTAs exist, redesign the user journey around one dominant conversion path while allowing secondary paths to remain available.
Recommend:
- improved navigation
- clearer CTAs
- stronger landing pages
- better content sequencing
- trust-building mechanisms
- social proof
- demonstrations
- interactive examples
---
## Phase 10 — Execution Plan
Produce a prioritized implementation roadmap.
Separate recommendations into:
Quick Wins (under one hour)
Small Projects (under one day)
Medium Projects (under one week)
Major Initiatives (multiple weeks)
Estimate expected impact and implementation effort for each recommendation.
---
## Constraints
Do not rewrite the site's philosophy.
Preserve Daniel's voice.
Preserve the focus on local AI and Sovereign Intelligence.
Avoid generic marketing language.
Avoid unnecessary visual redesigns.
Every recommendation must be justified by usability, psychology, information architecture, software engineering, SEO, or conversion principles.
Whenever possible, generate concrete implementation tasks, code changes, component modifications, file locations, and pull requests rather than abstract advice.
The final deliverable should resemble a professional UX audit, product strategy review, and technical architecture assessment prepared for a high-growth software company.
:::
This prompt should push Hermes toward acting as an evidence-driven reviewer rather than an enthusiastic co-author. It emphasizes diagnosing structural issues, prioritizing changes by impact, and producing concrete implementation work instead of broad design suggestions.
If Hermes has access to your codebase as well as the deployed site, it's even better to let it inspect both so it can trace each recommendation back to specific components, routes, and content files.
gpt-5-5
let's go slowly first, I want first to redo the Projects section to be much better and I think the main pages content could be changed as well
I actually think that's the right place to start.
The Projects section isn't just another page—it's where visitors decide whether your ideas are backed by real implementation. Right now, I suspect it reads more like a list of repositories than a narrative of engineering work.
Rather than immediately redesigning it, I'd first decide what job the Projects page is supposed to do.
For example, compare these possible goals:
1. **Portfolio** – "Here are things I've built."
2. **Research** – "Here are the experiments that led to my ideas."
3. **Product** – "Here is software you can actually use."
4. **Architecture** – "These are the components of one larger system."
I think **#4 is by far the strongest**.
Everything you've been discussing over the last week points toward the idea that you aren't building disconnected projects—you are building one ecosystem.
Instead of this:
```
Project A
Project B
Project C
Project D
```
I'd structure it like this:
```
The Sovereign Intelligence Stack
A modular architecture for local, sovereign AI.
──────────────────────────────
Knowledge
• Retrieval
• Vector Search
• Knowledge Graph
↓
Reasoning
• Persona Engine
• Mixture of Experts
• Planning
↓
Execution
• Agents
• Tool Use
• MCP Servers
↓
Learning
• Reflection
• Memory
• Self Improvement
↓
Applications
• Blog
• Research
• Local AI Assistant
• Future Products
```
Then each "project" becomes evidence that one part of the architecture exists.
---
## I would also change what a project card looks like.
Right now most developer portfolios have cards like:
```
Repository
Python
React
GitHub
```
Those don't tell a story.
Instead I'd give every project the same structure:
---
### Dynamic Persona MoE RAG
**Purpose**
A retrieval architecture that routes queries through specialized personas to improve reasoning quality.
**Problem it solves**
Traditional RAG retrieves documents but reasons with a single cognitive style.
**Key ideas**
• Dynamic personas
• Mixture of experts
• Retrieval orchestration
• Knowledge graphs
**Current status**
Research prototype
**Read**
Article →
Architecture →
Repository →
Live Demo →
---
Now a visitor understands *why* it exists, not just *what* it is.
---
## I also think the homepage should stop treating projects as the centerpiece.
This might sound odd, but I think the homepage should sell the **vision**, not the repositories.
Something like:
> **Sovereign Intelligence**
>
> Building local-first AI systems that own their memory, reasoning, and execution.
Then:
- Read the philosophy.
- Explore the architecture.
- See the implementations.
Notice that "Projects" becomes the third step, not the first.
---
## I would probably even rename "Projects."
"Projects" is generic.
Some alternatives:
- **Architecture**
- **Implementations**
- **Research**
- **Systems**
- **The Stack**
- **Engineering**
- **Laboratory**
- **Platform Components**
I actually like **Architecture** the best because it reinforces your core message: these aren't side projects, they're pieces of a coherent system.
My recommendation would be to build the site around a simple progression:
1. **Vision** — What is Sovereign Intelligence?
2. **Architecture** — How does it work?
3. **Implementations** — The concrete systems you've built.
4. **Research** — The articles explaining the design decisions.
5. **Book** — The complete framework.
That creates a natural journey where each page answers the next question a technically minded visitor is likely to ask, rather than presenting a collection of loosely related work. It also reinforces the idea that every repository and article contributes to a single, evolving architecture rather than standing alone.
gpt-5-5
so give me the hermes prompt for that
:::writing{variant="document" id="46281"}
You are Hermes.
Your task is to redesign the **Projects** section of danielkliewer.com.
Do **not** begin by writing code.
Do **not** redesign the visual appearance first.
Instead, determine what the Projects section should accomplish from the perspective of a first-time visitor.
---
# Objective
Transform the Projects section from a collection of repositories into a coherent engineering narrative that demonstrates the evolution of the Sovereign Intelligence Stack.
The page should answer:
- What has been built?
- Why was it built?
- What problem does it solve?
- How does it relate to everything else?
- Where is the project today?
- What should I explore next?
The goal is that visitors leave understanding there is **one evolving architecture composed of many interconnected systems**, not dozens of unrelated repositories.
---
# Phase 1 — Audit
Analyze the existing Projects section.
For every project identify:
- purpose
- intended audience
- current description
- technical maturity
- repository
- related blog posts
- overlap with other projects
- whether it should remain, merge, move, or be removed
Identify inconsistencies in naming, terminology, categorization, and presentation.
---
# Phase 2 — Discover the Architecture
Treat every repository, experiment, article, and prototype as a possible component of one larger system.
Infer the architectural relationships between them.
Construct a dependency graph showing:
- foundational technologies
- infrastructure
- memory systems
- retrieval
- reasoning
- planning
- orchestration
- tools
- interfaces
- applications
- experiments
If projects naturally belong together, group them into higher-level architectural components.
The architecture should emerge from the work itself rather than being artificially imposed.
---
# Phase 3 — Design the Information Architecture
Redesign the Projects page around the architecture instead of repository chronology.
Instead of presenting repositories, present systems.
Each system should contain one or more related projects.
The navigation should progressively reveal complexity.
A visitor should immediately understand how every component contributes to the overall vision of Sovereign Intelligence.
---
# Phase 4 — Redesign Project Cards
Every project should communicate its purpose before its implementation.
For each project generate fields such as:
- Title
- One-sentence summary
- Problem being solved
- Why it matters
- Core ideas
- Current status
- Technologies
- Related articles
- Related projects
- Repository
- Live demo (if applicable)
- Future roadmap
Descriptions should emphasize engineering decisions rather than marketing language.
---
# Phase 5 — Improve Discoverability
Identify opportunities for:
- cross-linking projects
- cross-linking articles
- architecture diagrams
- dependency diagrams
- implementation timelines
- interactive visualizations
- filtering by category
- filtering by maturity
- filtering by technology
- filtering by research area
Every project should naturally lead the visitor to another relevant part of the site.
---
# Phase 6 — Evaluate the Homepage
Determine whether the homepage should continue linking directly to "Projects."
Consider whether a better user journey would be:
Vision
→ Architecture
→ Implementations
→ Research
→ Book
If changing the navigation would improve clarity, explain why.
---
# Phase 7 — Produce an Implementation Plan
Before writing any code:
1. Produce a proposed sitemap.
2. Produce a revised Projects page outline.
3. Explain the reasoning behind every structural decision.
4. Identify which existing components can be reused.
5. Identify new React components that should be created.
6. Recommend changes to routing if appropriate.
7. Only after the architecture is approved should implementation begin.
---
# Constraints
Do not create unnecessary pages.
Do not add complexity without improving understanding.
Preserve Daniel's writing style and technical depth.
Avoid generic portfolio patterns.
Avoid presenting repositories as isolated accomplishments.
Instead, present them as evidence supporting a larger architectural vision.
Your success criterion is that a technically sophisticated visitor finishes reading the Projects section believing they have explored the implementation of a coherent, evolving system—not a collection of disconnected software repositories.
:::
gpt-5-5