diff --git a/lua/cp/runner/execute.lua b/lua/cp/runner/execute.lua
index 4ad0f3b..d400d1e 100644
--- a/lua/cp/runner/execute.lua
+++ b/lua/cp/runner/execute.lua
@@ -31,7 +31,7 @@ local function substitute_template(cmd_template, substitutions)
   return out
 end
 
-local function build_command(cmd_template, executable, substitutions)
+function M.build_command(cmd_template, executable, substitutions)
   local cmd = substitute_template(cmd_template, substitutions)
   if executable then
     table.insert(cmd, 1, executable)
@@ -198,10 +198,4 @@ function M.compile_problem(contest_config, is_debug)
   return { success = true, output = nil }
 end
 
-M._util = {
-  get_language_from_file = get_language_from_file,
-  substitute_template = substitute_template,
-  build_command = build_command,
-}
-
 return M
diff --git a/lua/cp/runner/run.lua b/lua/cp/runner/run.lua
index b7af68b..b4454b3 100644
--- a/lua/cp/runner/run.lua
+++ b/lua/cp/runner/run.lua
@@ -78,8 +78,8 @@ end
 ---@param substitutions table<string, string>
 ---@return string[]
 local function build_command(language_config, substitutions)
-  local exec_util = require('cp.runner.execute')._util
-  return exec_util.build_command(language_config.test, language_config.executable, substitutions)
+  local execute = require('cp.runner.execute')
+  return execute.build_command(language_config.test, language_config.executable, substitutions)
 end
 
 ---@param contest_config ContestConfig
@@ -98,28 +98,6 @@ local function run_single_test_case(contest_config, cp_config, test_case)
   local binary_file = state.get_binary_file()
   local substitutions = { source = source_file, binary = binary_file }
 
-  if language_config.compile and binary_file and vim.fn.filereadable(binary_file) == 0 then
-    local cr = exec.compile(language_config, substitutions)
-    local ansi = require('cp.ui.ansi')
-    local clean = ansi.bytes_to_string(cr.stdout or '')
-    if cr.code ~= 0 then
-      return {
-        status = 'fail',
-        actual = clean,
-        actual_highlights = {},
-        error = 'Compilation failed',
-        stderr = clean,
-        time_ms = 0,
-        rss_mb = 0,
-        code = cr.code,
-        ok = false,
-        signal = nil,
-        tled = false,
-        mled = false,
-      }
-    end
-  end
-
   local cmd = build_command(language_config, substitutions)
   local stdin_content = (test_case.input or '') .. '\n'
   local timeout_ms = (run_panel_state.constraints and run_panel_state.constraints.timeout_ms) or 0
diff --git a/lua/cp/scraper.lua b/lua/cp/scraper.lua
index ce414d9..407fab8 100644
--- a/lua/cp/scraper.lua
+++ b/lua/cp/scraper.lua
@@ -177,12 +177,8 @@ function M.scrape_all_tests(platform, contest_id, callback)
           local expected_file = 'io/' .. base_name .. '.' .. i .. '.cpout'
           local input_content = t.input:gsub('\r', '')
           local expected_content = t.expected:gsub('\r', '')
-          pcall(vim.fn.writefile, vim.split(input_content, '\n', { trimempty = true }), input_file)
-          pcall(
-            vim.fn.writefile,
-            vim.split(expected_content, '\n', { trimempty = true }),
-            expected_file
-          )
+          vim.fn.writefile(vim.split(input_content, '\n', { trimempty = true }), input_file)
+          vim.fn.writefile(vim.split(expected_content, '\n', { trimempty = true }), expected_file)
         end
         if type(callback) == 'function' then
           callback({
diff --git a/pyproject.toml b/pyproject.toml
index c160317..e3101f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,15 +5,12 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
-    "backoff>=2.2.1",
     "beautifulsoup4>=4.13.5",
     "curl-cffi>=0.13.0",
     "httpx>=0.28.1",
     "ndjson>=0.3.1",
-    "playwright>=1.55.0",
     "requests>=2.32.5",
     "scrapling[fetchers]>=0.3.5",
-    "scrapy>=2.13.3",
 ]
 
 [dependency-groups]
diff --git a/scrapers/atcoder.py b/scrapers/atcoder.py
new file mode 100644
index 0000000..a5ce14d
--- /dev/null
+++ b/scrapers/atcoder.py
@@ -0,0 +1,454 @@
+#!/usr/bin/env python3
+
+import concurrent.futures
+import json
+import re
+import sys
+from dataclasses import asdict
+
+import backoff
+import requests
+from bs4 import BeautifulSoup, Tag
+
+from .base import BaseScraper
+from .models import (
+    ContestListResult,
+    ContestSummary,
+    MetadataResult,
+    ProblemSummary,
+    TestCase,
+    TestsResult,
+)
+
+
+def _make_request(url: str, timeout: int = 10) -> requests.Response:
+    headers = {
+        "User-Agent": (
+            "Mozilla/5.0 (X11; Linux x86_64) "
+            "AppleWebKit/537.36 (KHTML, like Gecko) "
+            "Chrome/120.0.0.0 Safari/537.36"
+        )
+    }
+
+    @backoff.on_exception(
+        backoff.expo,
+        (requests.exceptions.RequestException, requests.exceptions.HTTPError),
+        max_tries=5,
+        jitter=backoff.random_jitter,
+        on_backoff=lambda details: print(
+            f"Request error on {url} (attempt {details['tries']}), "
+            f"retrying in {details['wait']:.1f}s: {details['exception']}",
+            file=sys.stderr,
+        ),
+    )
+    @backoff.on_predicate(
+        backoff.expo,
+        lambda resp: resp.status_code == 429,
+        max_tries=5,
+        jitter=backoff.random_jitter,
+        on_backoff=lambda details: print(
+            f"Rate limited on {url}, retrying in {details['wait']:.1f}s",
+            file=sys.stderr,
+        ),
+    )
+    def _req():
+        return requests.get(url, headers=headers, timeout=timeout)
+
+    resp = _req()
+    resp.raise_for_status()
+    return resp
+
+
+def extract_problem_limits(soup: BeautifulSoup) -> tuple[int, float]:
+    timeout_ms = None
+    memory_mb = None
+
+    paragraphs = soup.find_all("p")
+    for p in paragraphs:
+        text = p.get_text()
+        if "Time Limit:" in text and "Memory Limit:" in text:
+            time_match = re.search(r"Time Limit:\s*(\d+)\s*sec", text)
+            if time_match:
+                seconds = int(time_match.group(1))
+                timeout_ms = seconds * 1000
+
+            memory_match = re.search(r"Memory Limit:\s*(\d+)\s*MiB", text)
+            if memory_match:
+                memory_mib = int(memory_match.group(1))
+                memory_mb = round(memory_mib * 1.048576, 2)
+            break
+
+    if timeout_ms is None:
+        raise ValueError("Could not find valid timeout in problem constraints")
+
+    if memory_mb is None:
+        raise ValueError("Could not find valid memory limit in problem constraints")
+
+    return timeout_ms, memory_mb
+
+
+def parse_problem_url(contest_id: str, problem_letter: str) -> str:
+    task_id: str = f"{contest_id}_{problem_letter}"
+    return f"https://atcoder.jp/contests/{contest_id}/tasks/{task_id}"
+
+
+def extract_problem_from_row(row, contest_id: str) -> ProblemSummary | None:
+    cells = row.find_all("td")
+    if len(cells) < 2:
+        return None
+
+    task_link = cells[1].find("a")
+    if not task_link:
+        return None
+
+    task_name = task_link.get_text(strip=True)
+    task_href = task_link.get("href", "")
+    if not task_href:
+        return None
+
+    task_id = task_href.split("/")[-1]
+    if not task_id.startswith(contest_id + "_"):
+        return None
+
+    problem_letter = task_id[len(contest_id) + 1 :]
+    if not problem_letter or not task_name:
+        return None
+
+    return ProblemSummary(id=problem_letter.lower(), name=task_name)
+
+
+def scrape_contest_problems(contest_id: str) -> list[ProblemSummary]:
+    try:
+        contest_url = f"https://atcoder.jp/contests/{contest_id}/tasks"
+        response = _make_request(contest_url)
+
+        soup = BeautifulSoup(response.text, "html.parser")
+        task_table = soup.find("table", class_="table")
+        if not task_table or not isinstance(task_table, Tag):
+            return []
+
+        rows = task_table.find_all("tr")[1:]
+        problems: list[ProblemSummary] = []
+        for row in rows:
+            problem = extract_problem_from_row(row, contest_id)
+            if problem:
+                problems.append(problem)
+
+        return problems
+
+    except Exception as e:
+        print(f"Failed to scrape AtCoder contest problems: {e}", file=sys.stderr)
+        return []
+
+
+def extract_test_case_from_headers(sample_headers, i: int) -> tuple[str, str] | None:
+    if i >= len(sample_headers):
+        return None
+
+    header = sample_headers[i]
+    if "input" not in header.get_text().lower():
+        return None
+
+    input_pre = header.find_next("pre")
+    if not input_pre or i + 1 >= len(sample_headers):
+        return None
+
+    next_header = sample_headers[i + 1]
+    if "output" not in next_header.get_text().lower():
+        return None
+
+    output_pre = next_header.find_next("pre")
+    if not output_pre:
+        return None
+
+    input_text = input_pre.get_text().strip().replace("\r", "")
+    output_text = output_pre.get_text().strip().replace("\r", "")
+    if not input_text or not output_text:
+        return None
+
+    return (input_text, output_text)
+
+
+def scrape(url: str) -> list[TestCase]:
+    try:
+        response = _make_request(url)
+
+        soup = BeautifulSoup(response.text, "html.parser")
+        sample_headers = soup.find_all(
+            "h3", string=lambda x: x and "sample" in x.lower() if x else False
+        )
+
+        tests: list[TestCase] = []
+        i = 0
+        while i < len(sample_headers):
+            test_case = extract_test_case_from_headers(sample_headers, i)
+            if test_case:
+                input_text, output_text = test_case
+                tests.append(TestCase(input=input_text, expected=output_text))
+                i += 2
+            else:
+                i += 1
+
+        return tests
+
+    except Exception as e:
+        print(f"Error scraping AtCoder: {e}", file=sys.stderr)
+        return []
+
+
+def scrape_contests() -> list[ContestSummary]:
+    def get_max_pages() -> int:
+        try:
+            response = _make_request("https://atcoder.jp/contests/archive")
+            soup = BeautifulSoup(response.text, "html.parser")
+            pagination = soup.find("ul", class_="pagination")
+            if not pagination or not isinstance(pagination, Tag):
+                return 15
+
+            lis = pagination.find_all("li")
+            if lis and isinstance(lis[-1], Tag):
+                last_li_text = lis[-1].get_text().strip()
+                try:
+                    return int(last_li_text)
+                except ValueError:
+                    return 15
+            return 15
+        except Exception:
+            return 15
+
+    def scrape_page(page: int) -> list[ContestSummary]:
+        try:
+            response = _make_request(f"https://atcoder.jp/contests/archive?page={page}")
+        except Exception:
+            return []
+
+        soup = BeautifulSoup(response.text, "html.parser")
+        table = soup.find("table", class_="table")
+        if not table:
+            return []
+
+        tbody = table.find("tbody")
+        if not tbody or not isinstance(tbody, Tag):
+            return []
+
+        rows = tbody.find_all("tr")
+        if not rows:
+            return []
+
+        contests = []
+        for row in rows:
+            cells = row.find_all("td")
+            if len(cells) < 2:
+                continue
+
+            contest_cell = cells[1]
+            link = contest_cell.find("a")
+            if not link or not link.get("href"):
+                continue
+
+            href = link.get("href")
+            contest_id = href.split("/")[-1]
+            name = link.get_text().strip()
+
+            try:
+                name = name.encode().decode("unicode_escape")
+            except (UnicodeDecodeError, UnicodeEncodeError):
+                pass
+
+            name = (
+                name.replace("\uff08", "(")
+                .replace("\uff09", ")")
+                .replace("\u3000", " ")
+            )
+            name = re.sub(
+                r"[\uff01-\uff5e]", lambda m: chr(ord(m.group()) - 0xFEE0), name
+            )
+
+            if not (
+                contest_id.startswith("ahc") or name.lower().find("heuristic") != -1
+            ):
+                contests.append(
+                    ContestSummary(id=contest_id, name=name, display_name=name)
+                )
+
+        return contests
+
+    max_pages = get_max_pages()
+    page_results = {}
+
+    with concurrent.futures.ThreadPoolExecutor(max_workers=5) as executor:
+        future_to_page = {
+            executor.submit(scrape_page, page): page for page in range(1, max_pages + 1)
+        }
+
+        for future in concurrent.futures.as_completed(future_to_page):
+            page = future_to_page[future]
+            page_contests = future.result()
+            page_results[page] = page_contests
+
+    all_contests = []
+    for page in sorted(page_results.keys()):
+        all_contests.extend(page_results[page])
+
+    return all_contests
+
+
+class AtCoderScraper(BaseScraper):
+    @property
+    def platform_name(self) -> str:
+        return "atcoder"
+
+    def scrape_contest_metadata(self, contest_id: str) -> MetadataResult:
+        return self._safe_execute("metadata", self._scrape_metadata_impl, contest_id)
+
+    def scrape_problem_tests(self, contest_id: str, problem_id: str) -> TestsResult:
+        return self._safe_execute(
+            "tests", self._scrape_tests_impl, contest_id, problem_id
+        )
+
+    def scrape_contest_list(self) -> ContestListResult:
+        return self._safe_execute("contests", self._scrape_contests_impl)
+
+    def _safe_execute(self, operation: str, func, *args):
+        try:
+            return func(*args)
+        except Exception as e:
+            error_msg = f"{self.platform_name}: {str(e)}"
+
+            if operation == "metadata":
+                return MetadataResult(success=False, error=error_msg)
+            elif operation == "tests":
+                return TestsResult(
+                    success=False,
+                    error=error_msg,
+                    problem_id="",
+                    url="",
+                    tests=[],
+                    timeout_ms=0,
+                    memory_mb=0,
+                )
+            elif operation == "contests":
+                return ContestListResult(success=False, error=error_msg)
+
+    def _scrape_metadata_impl(self, contest_id: str) -> MetadataResult:
+        problems = scrape_contest_problems(contest_id)
+        if not problems:
+            return MetadataResult(
+                success=False,
+                error=f"{self.platform_name}: No problems found for contest {contest_id}",
+            )
+        return MetadataResult(
+            success=True, error="", contest_id=contest_id, problems=problems
+        )
+
+    def _scrape_tests_impl(self, contest_id: str, problem_id: str) -> TestsResult:
+        problem_letter = problem_id.upper()
+        url = parse_problem_url(contest_id, problem_letter)
+        tests = scrape(url)
+
+        response = _make_request(url)
+        soup = BeautifulSoup(response.text, "html.parser")
+        timeout_ms, memory_mb = extract_problem_limits(soup)
+
+        if not tests:
+            return TestsResult(
+                success=False,
+                error=f"{self.platform_name}: No tests found for {contest_id} {problem_letter}",
+                problem_id=f"{contest_id}_{problem_id.lower()}",
+                url=url,
+                tests=[],
+                timeout_ms=timeout_ms,
+                memory_mb=memory_mb,
+            )
+
+        return TestsResult(
+            success=True,
+            error="",
+            problem_id=f"{contest_id}_{problem_id.lower()}",
+            url=url,
+            tests=tests,
+            timeout_ms=timeout_ms,
+            memory_mb=memory_mb,
+        )
+
+    def _scrape_contests_impl(self) -> ContestListResult:
+        contests = scrape_contests()
+        if not contests:
+            return ContestListResult(
+                success=False, error=f"{self.platform_name}: No contests found"
+            )
+        return ContestListResult(success=True, error="", contests=contests)
+
+
+def main() -> None:
+    if len(sys.argv) < 2:
+        result = MetadataResult(
+            success=False,
+            error="Usage: atcoder.py metadata <contest_id> OR atcoder.py tests <contest_id> <problem_letter> OR atcoder.py contests",
+        )
+        print(json.dumps(asdict(result)))
+        sys.exit(1)
+
+    mode: str = sys.argv[1]
+    scraper = AtCoderScraper()
+
+    if mode == "metadata":
+        if len(sys.argv) != 3:
+            result = MetadataResult(
+                success=False,
+                error="Usage: atcoder.py metadata <contest_id>",
+            )
+            print(json.dumps(asdict(result)))
+            sys.exit(1)
+
+        contest_id: str = sys.argv[2]
+        result = scraper.scrape_contest_metadata(contest_id)
+        print(json.dumps(asdict(result)))
+        if not result.success:
+            sys.exit(1)
+
+    elif mode == "tests":
+        if len(sys.argv) != 4:
+            tests_result = TestsResult(
+                success=False,
+                error="Usage: atcoder.py tests <contest_id> <problem_letter>",
+                problem_id="",
+                url="",
+                tests=[],
+                timeout_ms=0,
+                memory_mb=0,
+            )
+            print(json.dumps(asdict(tests_result)))
+            sys.exit(1)
+
+        test_contest_id: str = sys.argv[2]
+        problem_letter: str = sys.argv[3]
+        tests_result = scraper.scrape_problem_tests(test_contest_id, problem_letter)
+        print(json.dumps(asdict(tests_result)))
+        if not tests_result.success:
+            sys.exit(1)
+
+    elif mode == "contests":
+        if len(sys.argv) != 2:
+            contest_result = ContestListResult(
+                success=False, error="Usage: atcoder.py contests"
+            )
+            print(json.dumps(asdict(contest_result)))
+            sys.exit(1)
+
+        contest_result = scraper.scrape_contest_list()
+        print(json.dumps(asdict(contest_result)))
+        if not contest_result.success:
+            sys.exit(1)
+
+    else:
+        result = MetadataResult(
+            success=False,
+            error=f"Unknown mode: {mode}. Use 'metadata', 'tests', or 'contests'",
+        )
+        print(json.dumps(asdict(result)))
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scrapers/codeforces.py b/scrapers/codeforces.py
index f5867c2..d76168d 100644
--- a/scrapers/codeforces.py
+++ b/scrapers/codeforces.py
@@ -115,7 +115,9 @@ def _parse_all_blocks(html: str) -> list[dict[str, Any]]:
     blocks = soup.find_all("div", class_="problem-statement")
     out: list[dict[str, Any]] = []
     for b in blocks:
-        letter, name = _extract_title(b)
+        holder = b.find_parent("div", class_="problemindexholder")
+        letter = (holder.get("problemindex") if holder else "").strip().upper()
+        name = _extract_title(b)[1]  # keep your name extraction
         if not letter:
             continue
         tests = _extract_samples(b)
@@ -148,20 +150,6 @@ def _scrape_contest_problems_sync(contest_id: str) -> list[ProblemSummary]:
     return problems
 
 
-def _scrape_contests_sync() -> list[ContestSummary]:
-    r = requests.get(API_CONTEST_LIST_URL, headers=HEADERS, timeout=TIMEOUT_SECONDS)
-    r.raise_for_status()
-    data = r.json()
-    if data.get("status") != "OK":
-        return []
-    out: list[ContestSummary] = []
-    for c in data["result"]:
-        cid = str(c["id"])
-        name = c["name"]
-        out.append(ContestSummary(id=cid, name=name, display_name=name))
-    return out
-
-
 class CodeforcesScraper(BaseScraper):
     @property
     def platform_name(self) -> str:
@@ -191,12 +179,13 @@ class CodeforcesScraper(BaseScraper):
 
                 contests: list[ContestSummary] = []
                 for c in data["result"]:
-                    if c.get("phase") == "FINISHED":  # only FINISHED contests
-                        cid = str(c["id"])
-                        name = c["name"]
-                        contests.append(
-                            ContestSummary(id=cid, name=name, display_name=name)
-                        )
+                    if c.get("phase") != "FINISHED":
+                        continue
+                    cid = str(c["id"])
+                    name = c["name"]
+                    contests.append(
+                        ContestSummary(id=cid, name=name, display_name=name)
+                    )
 
                 if not contests:
                     return self._create_contests_error("No contests found")
@@ -212,8 +201,9 @@ class CodeforcesScraper(BaseScraper):
         blocks = await asyncio.to_thread(_parse_all_blocks, html)
 
         for b in blocks:
-            pid = f"{category_id}{b['letter'].lower()}"
+            pid = b["letter"].lower()
             tests: list[TestCase] = b["tests"]
+
             if not tests:
                 print(
                     json.dumps(
diff --git a/uv.lock b/uv.lock
index 8c565ed..c80376f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -115,24 +115,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815, upload-time = "2025-03-13T11:10:21.14Z" },
 ]
 
-[[package]]
-name = "automat"
-version = "25.4.16"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e3/0f/d40bbe294bbf004d436a8bcbcfaadca8b5140d39ad0ad3d73d1a8ba15f14/automat-25.4.16.tar.gz", hash = "sha256:0017591a5477066e90d26b0e696ddc143baafd87b588cfac8100bc6be9634de0", size = 129977, upload-time = "2025-04-16T20:12:16.002Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/02/ff/1175b0b7371e46244032d43a56862d0af455823b5280a50c63d99cc50f18/automat-25.4.16-py3-none-any.whl", hash = "sha256:04e9bce696a8d5671ee698005af6e5a9fa15354140a87f4870744604dcdd3ba1", size = 42842, upload-time = "2025-04-16T20:12:14.447Z" },
-]
-
-[[package]]
-name = "backoff"
-version = "2.2.1"
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