當想像力跨越邊界
用 AI 實現未來生活

// LinkedIn 的 CSS class 每次改版都是隨機雜湊值，不能拿來當 selector
// 改用不會變動的錨點：data-testid，以及祖先中的 /in/ 或 /company/ 連結
const items = document.querySelectorAll(
  '[data-testid="expandable-text-box"]'
);
// 往上找最近的、包含個人檔案連結的祖先元素當作貼文容器

def wait_for_network(host="www.linkedin.com", port=443, max_wait=90):
    deadline = time.time() + max_wait
    while time.time() < deadline:
        try:
            with socket.create_connection((host, port), timeout=5):
                return True
        except OSError:
            time.sleep(5)
    return False

# 偵測到殘留英文就請模型重寫該句，而非用正則刪字
for _ in range(MAX_FIX_ATTEMPTS):
    offending = find_offending_words(result_text)
    if not offending:
        break
    fix_prompt = build_fix_prompt(result_text, offending)
    result_text = client.models.generate_content(
        model=GEMINI_MODEL, contents=fix_prompt, config=gen_config,
    ).text
    result_text = apply_dictionary(result_text)

def _generate_with_retry(client, contents, config):
    for attempt in range(MAX_RETRIES):
        try:
            return client.models.generate_content(
                model=GEMINI_MODEL, contents=contents, config=config
            )
        except Exception as e:
            # 429/額度用盡重試無效，只重試 503 等暫時性錯誤
            is_transient = any(m in str(e) for m in TRANSIENT_MARKERS)
            if not is_transient or attempt == MAX_RETRIES - 1:
                raise
            delay = RETRY_BASE_DELAY * (2 ** attempt)
            time.sleep(delay)