Thorsten Ball - About me

├── .gitignore ├── README.md ├── Cargo.toml ├── prompts └── judge.md ├── data └── code-to-judge ├── src └── main.rs └── Cargo.lock /.gitignore: -------------------------------------------------------------------------------- 1 | /target 2 | .envrc 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # code-judger 2 | 3 | Usage: 4 | 5 | ```bash 6 | export ANTHROPIC_API_KEY="..." 7 | cargo run -- --provider=anthropic 8 | 9 | export OPENAI_API_KEY="..." 10 | cargo run -- --provider=openai 11 | ``` 12 | -------------------------------------------------------------------------------- /Cargo.toml: -------------------------------------------------------------------------------- 1 | [package] 2 | name = "code-judger" 3 | version = "0.1.0" 4 | edition = "2021" 5 | 6 | # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html 7 | 8 | [dependencies] 9 | ureq = { version = "2.9", features = ["json"] } 10 | serde_json = "1.0" 11 | serde = { version = "1.0", features = ["derive"] } 12 | anyhow = "1.0" 13 | clap = { version = "4.4", features = ["derive"] } 14 | regex = "1.10" 15 | -------------------------------------------------------------------------------- /prompts/judge.md: -------------------------------------------------------------------------------- 1 | ## Task 2 | 3 | You are an expert code judger. Evaluate the code against the constraints and provide: 4 | 5 | 1. Brief code analysis 6 | 2. Constraints met 7 | 3. Constraints not met 8 | 4. Final score (1-3) 9 | 10 | ### Scoring: 11 | - **3 (Perfect)**: All must-have [MUST] constraints met + all nice-to-have constraints met (if any). 12 | - **2 (Acceptable)**: All must-have constraints met, but some nice-to-have constraints are missing. 13 | - **1 (Failed)**: At least one must-have constraint is missing or the code is invalid. 14 | 15 | ### Code: 16 |

17 | 
18 | ### Constraints:
19 | 
20 | 
21 | ### Final Output Requirements:
22 | - Put the score on its own line at the very end
23 | - The score must be the only content on that line
24 | - Only use whole numbers between 1 and 3
25 | 
26 | Example of valid output:
27 | The code meets all must-have constraints but misses some nice-to-haves.
28 | 2
29 | 
30 | Example of INVALID output:
31 | Score: 2/3
32 | Final rating: 2.5
33 | 


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/data/code-to-judge:
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  1 | 
  2 | 
  3 |     
  4 |         
  5 |         
  6 |         Thorsten Ball - About me
  7 |         
  8 | 
  9 | 
 10 |         
 11 | 
 12 |         
 13 |         
 14 |     
 15 |     
 16 |       
 17 |         
 18 |           
 19 |             Thorsten Ball
 20 |             
 21 |               
 22 |                 About
 23 |               
 24 |               
 25 |                 Books
 26 |               
 27 |               
 28 |                 Blog
 29 |               
 30 |               
 31 |                 Podcasts
 32 |               
 33 |               
 34 |                 Talks
 35 |               
 36 |               
 37 |                 Register Spill new!
 38 |               
 39 |               
 40 |                 Misc
 41 |               
 42 |               
 43 |                 Contact
 44 |               
 45 |             
 46 |           
 47 | 
 48 |           
 49 |             
 50 | 
 51 |   Hello! I'm Thorsten.
 52 | 
 53 | 
 54 | 
 55 |   I work remotely as a software engineer for Zed. Before that I spent nearly 5 years at Sourcegraph.
 56 | 
 57 | 
 58 | 
 59 |   I wrote and self-published two books you might have heard of.
 60 | 
 61 | 
 62 | 
 63 | 
You can also find me on Twitter, Bluesky, Mastodon, GitHub, and LinkedIn.
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 94 | 
 95 | 
 96 | Contact
 97 | 
 98 |   Never hesitate to send me an email at me@thorstenball.com. I love getting email from you.
 99 | 
100 | 
101 | Newsletter
102 | 
103 |   I write a weekly newsletter called Register Spill on Substack. You can find more information and the latest posts here.
104 | 
105 | 
106 |           
107 | 
108 |         
109 | 
110 |         
111 |     
112 |         Copyright © 2025 Thorsten Ball. All rights
113 |         reserved.
114 |     
115 | 
116 | 
117 |     
118 | 
119 | 


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/src/main.rs:
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  1 | use std::ops::RangeInclusive;
  2 | 
  3 | use anyhow::{Context, Result};
  4 | use clap::Parser;
  5 | use serde::{Deserialize, Serialize};
  6 | use serde_json::json;
  7 | 
  8 | #[derive(Parser, Debug)]
  9 | #[command(author, version, about, long_about = None)]
 10 | struct Args {
 11 |     #[arg(long, default_value = "anthropic")]
 12 |     provider: String,
 13 | }
 14 | 
 15 | #[derive(Debug, Serialize, Deserialize)]
 16 | struct ContentItem {
 17 |     text: String,
 18 |     #[serde(rename = "type")]
 19 |     content_type: String,
 20 | }
 21 | 
 22 | #[derive(Debug, Serialize, Deserialize)]
 23 | struct ClaudeResponse {
 24 |     content: Vec,
 25 | }
 26 | 
 27 | #[derive(Debug, Serialize, Deserialize)]
 28 | struct OpenAIResponse {
 29 |     choices: Vec,
 30 | }
 31 | 
 32 | #[derive(Debug, Serialize, Deserialize)]
 33 | struct OpenAIChoice {
 34 |     message: OpenAIMessage,
 35 | }
 36 | 
 37 | #[derive(Debug, Serialize, Deserialize)]
 38 | struct OpenAIMessage {
 39 |     content: String,
 40 | }
 41 | 
 42 | struct Judgement {
 43 |     score: i32,
 44 |     message: String,
 45 | }
 46 | 
 47 | fn get_claude_response(prompt: &str) -> Result {
 48 |     let api_key = std::env::var("ANTHROPIC_API_KEY").expect("ANTHROPIC_API_KEY is not set");
 49 |     let model = "claude-3-5-sonnet-latest";
 50 | 
 51 |     let response = ureq::post("https://api.anthropic.com/v1/messages")
 52 |         .set("x-api-key", &api_key)
 53 |         .set("anthropic-version", "2023-06-01")
 54 |         .set("content-type", "application/json")
 55 |         .send_json(json!({
 56 |             "model": model,
 57 |             "temperature": 0.0,
 58 |             "max_tokens": 1024,
 59 |             "messages": [{
 60 |                 "role": "user",
 61 |                 "content": prompt
 62 |             }],
 63 |         }));
 64 | 
 65 |     let response = match response {
 66 |         Ok(res) => res,
 67 |         Err(ureq::Error::Status(status, res)) => {
 68 |             let error_body = res
 69 |                 .into_string()
 70 |                 .context("Failed to read error response body")?;
 71 |             return Err(anyhow::anyhow!("API error {}: {}", status, error_body));
 72 |         }
 73 |         Err(e) => return Err(e.into()),
 74 |     };
 75 | 
 76 |     let mut response_body: ClaudeResponse = response.into_json()?;
 77 |     Ok(response_body.content.remove(0).text)
 78 | }
 79 | 
 80 | fn get_openai_response(prompt: &str) -> Result {
 81 |     let api_key = std::env::var("OPENAI_API_KEY").expect("OPENAI_API_KEY is not set");
 82 |     let model = "gpt-4o";
 83 | 
 84 |     let response = ureq::post("https://api.openai.com/v1/chat/completions")
 85 |         .set("Authorization", &format!("Bearer {}", api_key))
 86 |         .set("content-type", "application/json")
 87 |         .send_json(json!({
 88 |             "model": model,
 89 |             "temperature": 0.0,
 90 |             "messages": [{
 91 |                 "role": "user",
 92 |                 "content": prompt
 93 |             }]
 94 |         }));
 95 | 
 96 |     let response = match response {
 97 |         Ok(res) => res,
 98 |         Err(ureq::Error::Status(status, res)) => {
 99 |             let error_body = res
100 |                 .into_string()
101 |                 .context("Failed to read error response body")?;
102 |             return Err(anyhow::anyhow!("API error {}: {}", status, error_body));
103 |         }
104 |         Err(e) => return Err(e.into()),
105 |     };
106 | 
107 |     let response_body: OpenAIResponse = response.into_json()?;
108 |     Ok(response_body.choices[0].message.content.clone())
109 | }
110 | 
111 | fn get_llm_response(provider: &str, prompt: &str) -> Result {
112 |     match provider {
113 |         "anthropic" => get_claude_response(prompt),
114 |         "openai" => get_openai_response(prompt),
115 |         _ => Err(anyhow::anyhow!("Unsupported provider: {}", provider)),
116 |     }
117 | }
118 | 
119 | fn judge_code(provider: &str, code: &str, assertions: &[&str]) -> Result {
120 |     let mut fenced_code = String::from("```");
121 |     fenced_code.push_str(code);
122 |     fenced_code.push_str("```");
123 | 
124 |     let formatted_assertions = assertions
125 |         .iter()
126 |         .map(|a| format!("- {}", a))
127 |         .collect::>()
128 |         .join("\n");
129 | 
130 |     let prompt = include_str!("../prompts/judge.md")
131 |         .replace("", &fenced_code)
132 |         .replace("", &formatted_assertions);
133 | 
134 |     let response = get_llm_response(provider, &prompt)?;
135 | 
136 |     let score =
137 |         parse_score(&response).with_context(|| format!("Failed to parse score from response"))?;
138 | 
139 |     Ok(Judgement {
140 |         score,
141 |         message: response,
142 |     })
143 | }
144 | 
145 | const VALID_SCORE_RANGE: RangeInclusive = 1..=3;
146 | 
147 | fn parse_score(response: &str) -> Result {
148 |     response
149 |         .lines()
150 |         .last()
151 |         .map(|s| s.trim())
152 |         .and_then(|s| s.parse().ok())
153 |         .ok_or_else(|| anyhow::anyhow!("Failed to parse score from response:\n{}", response))
154 |         .and_then(|score: i32| {
155 |             if VALID_SCORE_RANGE.contains(&score) {
156 |                 Ok(score)
157 |             } else {
158 |                 Err(anyhow::anyhow!("Score {} out of valid range 1-3", score))
159 |             }
160 |         })
161 | }
162 | 
163 | const RED: &'static str = "\x1b[31m";
164 | const GREEN: &'static str = "\x1b[32m";
165 | const RESET: &'static str = "\x1b[0m";
166 | 
167 | struct TestCase {
168 |     assertions: Vec<&'static str>,
169 |     expected_score: RangeInclusive,
170 | }
171 | 
172 | fn main() -> Result<()> {
173 |     let args = Args::parse();
174 | 
175 |     let code = include_str!("../data/code-to-judge");
176 | 
177 |     let test_cases = vec![
178 |         TestCase {
179 |             assertions: vec![
180 |                 "[MUST] The year of the copyright notice has to be 2025.",
181 |                 "[MUST] The link to the Twitter profile has to be to @thorstenball (ignore the lack of protocol)",
182 |                 "Menu item linking to Register Spill must be marked as new",
183 |                 "Should mention that Thorsten is happy to receive emails",
184 |                 "Has photo of Thorsten",
185 |             ],
186 |             expected_score: 2..=3,
187 |         },
188 |         TestCase {
189 |             assertions: vec![
190 |                 "[MUST] The year of the copyright notice has to be 2025.",
191 |                 "[MUST] The link to the Twitter profile has to be to @thorstenball",
192 |                 "Menu item linking to Register Spill must be marked as new",
193 |                 "[MUST] Must mention that Thorsten is happy to phone calls",
194 |                 "Has photo of Thorsten",
195 |             ],
196 |             expected_score: 1..=1,
197 |         },
198 |     ];
199 | 
200 |     for test_case in test_cases.iter() {
201 |         let result = judge_code(&args.provider, code, &test_case.assertions)?;
202 |         println!(
203 |             "========= Result =======\nMessage: {}\n\nScore: {}{}{}\n",
204 |             result.message,
205 |             if result.score < 2 { RED } else { GREEN },
206 |             result.score,
207 |             RESET
208 |         );
209 | 
210 |         assert!(
211 |             test_case.expected_score.contains(&result.score),
212 |             "Score {:?} out of expected range {:?}",
213 |             result.score,
214 |             test_case.expected_score
215 |         );
216 |     }
217 | 
218 |     Ok(())
219 | }
220 | 


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--------------------------------------------------------------------------------