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LLM Process
Model: z-ai/glm-4.5-air:free |
Status: Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
Audience:
Arch and Debian Linux developers and experienced users.
Prefer major, high-impact Linux news, especially about important codebases, kernels, tools, and distributions.
Avoid all tutorials, error explanations, troubleshooting guides, or cheat sheets.
Exclude Ubuntu-specific content and avoid coverage centered on the following products:
tmux, Redox, Java, Rust, PHP, JavaScript, MySQL (MariaDB is fine).
Candidate headlines:
1. Ubuntu 26.04 Aims To Deliver Better NVIDIA Wayland Performance Atop GNOME
2. Raspberry Pi Imager 2.0.4 Improves Handling for Files Larger Than 4GB
3. AMD EPYC 8004 "Siena" Shows Some Nice Linux Performance Gains Over The Past Two Years
4. How to Update Your Arch Linux Mirrorlist
5. Let’s Encrypt Launches IP Address Certificates With 6-Day Lifetimes
6. curl to discontinue its HackerOne / bug bounty due to "too strong incentives to find and make up 'problems' in bad faith that cause overload and abuse."
7. I stopped paying for Grammarly once I found out there's a free open-source alternative
8. How does df calculate free space
9. Biggest Offshore Wind Project In US To Resume Construction
10. Pesticides May Drastically Shorten Fish Lifespans, Study Finds
11. Judge Orders Anna's Archive To Delete Scraped Data
12. Patch Tuesday Update Makes Windows PCs Refuse To Shut Down
13. Trump Wants Tech Companies To Foot the Bill For New Power Plants
14. ASCII characters are not pixels: a deep dive into ASCII rendering
15. ClickHouse acquires Langfuse
16. The Dilbert Afterlife
17. The 600-year-old origins of the word 'hello'
18. Map To Poster – Create Art of your favourite city
19. Going immutable on macOS
20. Just the Browser: scripts to remove all the crap from your browser
21. AI research boost: University of Washington expands infrastructure with $10M in federal funding
22. Rocketdyne redux: Seattle area’s oldest rocket factory to get new ownership under old name
23. Tech Moves: Microsoft CVP jumps to Google; Seattle engineers launch new startup; GitHub names VP
24. What Microsoft has learned about housing, and why it’s urging the state to unlock commercial land
25. ‘A new era of software development’: Claude Code has Seattle engineers buzzing as AI coding hits new phase
26. Dirk Eddelbuettel: RcppSpdlog 0.0.26 on CRAN: Another Microfix
27. Jonathan Dowland: Ye Gods
28. Australia Says 4.7 Million Accounts Removed After Ban on Social Media for Children
29. RockStar Games Bans 'Grand Theft Auto Online' Player-Created Missions Recreating Charlie Kirk Assassination
30. 5 Families File Lawsuit Against China’s TikTok over Deaths of Their Children
31. Not Learning Their EV Lesson: Ford *Still* Considers Electric Pickup Truck Its ‘Apollo Space Mission’
32. Elon Musk Wants You to Cash In Your Retirement Savings Because AI Will Provide for Every Need
Response:
I selected these three headlines because they represent significant technical news relevant to Arch and Debian Linux developers and experienced users. The curl headline covers a major Linux tool's security policy change, which impacts how security vulnerabilities are reported. The AMD EPYC headline discusses hardware performance specifically on Linux, which is important for developers optimizing their systems. The Let's Encrypt headline addresses certificate technology that affects Linux system administrators and developers working with secure services. All three topics are substantial, non-tutorial content about important tools and infrastructure in the Linux ecosystem.
= HEADLINES =
curl to discontinue its HackerOne / bug bounty due to "too strong incentives to find and make up 'problems' in bad faith that cause overload and abuse."
AMD EPYC 8004 "Siena" Shows Some Nice Linux Performance Gains Over The Past Two Years
Let's Encrypt Launches IP Address Certificates With 6-Day Lifetimes
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