Prompt Engineering

Prompting techniques, jailbreaks, system prompts

204 articles across 66 editions

Articles

  1. End of an Agony: Post-Mortem of a Real Production LLM Service — 'If LLM Decided It Will Shit Itself, It Will Stay Shat' -- 2026-07-07
  2. Every Eval Ever: Community Evaluation Results Featured on HuggingFace Model Pages -- 2026-07-07
  3. Making LLMs Better at Creative Writing Using Entropy -- 2026-07-07
  4. Claude Science -- 2026-07-02
  5. Nano Banana 2 Lite -- 2026-07-02
  6. The 'papers, please' era of the internet will decimate your privacy -- 2026-06-27
  7. The Swiss Federal Supreme Court is evaluating Heretic -- 2026-06-27
  8. [Editorial] FreeFable — Community Response to Fable 5 Access Restrictions -- 2026-06-16
  9. Feds freaked over Fable 5 after simple 'fix this code' prompt, not jailbreak, says researcher -- 2026-06-16
  10. Cybersecurity researchers aren't happy about the guardrails on Anthropic's Fable -- 2026-06-11
  11. trynullsec/nullsec-s1 -- 2026-06-11
  12. Deficient executive control in transformer attention -- 2026-06-11
  13. Generalization in LLM Problem Solving: The Case of the Shortest Path -- 2026-06-11
  14. ChatGPT for Google Sheets exfiltrates workbooks -- 2026-06-01
  15. PIArena: A Platform for Prompt Injection Evaluation -- 2026-06-01
  16. [Editorial] -- 2026-06-01
  17. [Editorial] -- 2026-06-01
  18. [Editorial] -- 2026-06-01
  19. [Editorial] -- 2026-06-01
  20. [Editorial] -- 2026-06-01
  21. [Editorial] Harness Engineering for AI Coding -- 2026-05-28
  22. [Editorial] pacphi Gist -- 2026-05-28
  23. Patdolitse/piia-engram -- 2026-05-28
  24. yliust/Tactile: accessibility-first operating layer for agents -- 2026-05-28
  25. hadriansecurity/OpenHack -- 2026-05-28
  26. [Editorial] -- 2026-05-26
  27. Codex Just Became THE BEST Long Running Agentic Harness -- 2026-05-26
  28. Harnesses -- 2026-05-26
  29. DeepSeek reasonix, DeepSeek native coding agent with high caching and low cost -- 2026-05-26
  30. Archon + Jira: Drag a Ticket, Get a Pull Request (Live Build) -- 2026-05-26
  31. server: fix checkpoints creation by jacekpoplawski · Pull Request #22929 · ggml-org/llama.cpp -- 2026-05-26
  32. [Editorial] -- 2026-05-26
  33. Qwen-Scope: Official Sparse Autoencoders (SAEs) for Qwen 3.5 models -- 2026-05-05
  34. guidelabs/steerling-8b — Steerable 8B Model -- 2026-05-05
  35. nvidia/Gemma-4-31B-IT-NVFP4 — NVIDIA FP4 Quantized Gemma 4 -- 2026-05-05
  36. Qwen 3.6 27B Neo Code Q4_KM running tax accounting on a Ryzen laptop -- 2026-05-05
  37. Qwen3.6-27B gets stuck in a self-affirming thinking loop -- 2026-05-05
  38. Anthropic ships Claude for Creative Work with nine MCP-native connectors -- 2026-05-05
  39. n8n Just Got a New Tool (and it can SUPERCHARGE Claude Automations) -- 2026-05-05
  40. [Editorial] How to Use ADRs in Ruflo -- 2026-05-05
  41. Formatting a 25M-line codebase overnight — the rubyfmt story -- 2026-05-05
  42. openclaw/crabbox — warm a box, sync the diff, run the suite -- 2026-05-05
  43. Inline Visualizer v2.1.0 — Pre-styled tags, 9-color accent palette, and chart catalog for Open WebUI -- 2026-05-05
  44. Warp is now open-source -- 2026-05-01
  45. browser-use/bux: 24/7 Claude Code Agent with Browser Harness -- 2026-05-01
  46. safishamsi/graphify — Turn code into a queryable knowledge graph -- 2026-05-01
  47. Microsoft VibeVoice: Open-Source Frontier Voice AI -- 2026-05-01
  48. [Editorial] Martin Fowler: Structured Prompt-Driven Development -- 2026-04-30
  49. [Editorial] Two Claude Code Sessions, One Repo, and a Protocol They Helped Write -- 2026-04-30
  50. [Editorial] Sentrux -- 2026-04-30
  51. gopher-code: Claude Code rewritten from scratch in Go — zero Node.js, one binary -- 2026-04-30
  52. [Editorial] YouTube Video -- 2026-04-30
  53. Auto-Architecture: Karpathy's Loop, pointed at a CPU -- 2026-04-29
  54. [Editorial] Andrey Burkov on ML Understanding -- 2026-04-29
  55. [Editorial] Most organisations are looking for... -- 2026-04-29
  56. China has blocked META's $2 Billion purchase of AI firm Manus -- 2026-04-29
  57. [Editorial] Abliterix — Model Abliteration Tool -- 2026-04-24
  58. [Editorial] Qwen3.6-35B-A3B Abliterix EGA Abliterated -- 2026-04-24
  59. [Editorial] Abliteration Research Paper -- 2026-04-24
  60. [Editorial] Claude Design — Anthropic Labs -- 2026-04-20
  61. [Editorial] abtop — AI Benchmark Top (System Monitor for AI Workloads) -- 2026-04-20
  62. [Editorial] Codeflow — AI-Assisted Development Workflow -- 2026-04-20
  63. [Editorial] Deep Blue Dynamics — AI Leadership -- 2026-04-20
  64. Welcome Gemma 4: Frontier multimodal intelligence on device -- 2026-04-07
  65. Running Gemma 4 locally with LM Studio's new headless CLI and Claude Code -- 2026-04-07
  66. Get 30K more context using Q8 mmproj with Gemma 4 -- 2026-04-07
  67. [Editorial] Gemma 4 26B Abliterated -- 2026-04-07
  68. The Claude Code Source Leak: fake tools, frustration regexes, undercover mode -- 2026-04-02
  69. [Editorial] -- 2026-04-02
  70. [Editorial] -- 2026-04-02
  71. [Editorial] -- 2026-03-28
  72. [Editorial] -- 2026-03-28
  73. [Editorial] Everyone Reading This Works in a Profession That Didn't Exist in 1998 -- 2026-03-14
  74. [Editorial] Video Submission -- 2026-03-14
  75. [Editorial] Video Submission -- 2026-03-14
  76. New Model: LeVo 2 (SongGeneration 2), an open-source music foundation model -- 2026-03-14
  77. [Editorial] Our Design Docs Write Themselves -- 2026-03-05
  78. [Editorial] Claude Code: Brilliant Until the Repo... -- 2026-03-05
  79. [Editorial] Context Is King, But Bad Context Is Poison -- 2026-03-05
  80. [Editorial] Semantic Anchors for LLM Coding -- 2026-03-05
  81. [Editorial] AirSnitch Attack Breaks Wi-Fi Encryption -- 2026-02-27
  82. [Editorial] NDSS 2026 Security Paper -- 2026-02-27
  83. [Editorial] -- 2026-02-26
  84. [Editorial] -- 2026-02-26
  85. In the long run, everything will be local -- 2026-02-26
  86. [Editorial] -- 2026-02-26
  87. [Editorial] -- 2026-02-26
  88. Gemini 3.1 Pro -- 2026-02-23
  89. praetorian-inc/brutus -- 2026-02-19
  90. [Editorial] Unicornscan Getting Started -- 2026-02-19
  91. [Editorial] Unicornscan Alicorn -- 2026-02-19
  92. What Your Bluetooth Devices Reveal About You -- 2026-02-19
  93. [Editorial] LLM Processing Internals -- 2026-02-18
  94. Krites: Asynchronous Verified Semantic Caching for Tiered LLM Architectures -- 2026-02-18
  95. The Strix Halo feels like an amazing super power [Activation Guide] -- 2026-02-18
  96. [Editorial] https://www.linkedin.com/posts/rocklambros_agenticai-securecoding-claudecode-activity-7426987249705234432-hzi7 -- 2026-02-11
  97. [Editorial] https://www.linkedin.com/posts/reuvencohen_anthropic-latest-report-outlines-how-claude-activity-7426996495431823360-4umE -- 2026-02-11
  98. I ran 1,007 tests to see if CLAUDE.md actually overrides Skills -- 2026-02-11
  99. [Editorial] Things to look for -- 2026-01-21
  100. [Editorial] https://www.linkedin.com/posts/reuvencohen_introducing-claude-flowbrowser-built-activity-7419542378945933312-yMwV -- 2026-01-21
  101. [Editorial] AI Finances -- 2026-01-21
  102. gibram-io/gibram -- 2026-01-21
  103. jordanhubbard/AgentiCorp -- 2026-01-21
  104. [Editorial] https://www.linkedin.com/posts/ernst-van-gassen-9196a7b5_we-spend-a-lot-of-time-trying-to-make-prompts-ugcPost-7414966440023482368-dgh5 -- 2026-01-09
  105. [Editorial] https://leakhub.ai/ -- 2026-01-09
  106. [Editorial] https://www.linkedin.com/posts/hardmaru_survival-of-the-fittest-code-blog-https-activity-7415068590485458944-3tqP -- 2026-01-09
  107. ARCANGEL0/EVA -- 2026-01-07
  108. k2-fsa/Flow2GAN -- 2026-01-07
  109. GNU Ddrescue 1.30 Released -- 2026-01-07
  110. Debunking the AI food delivery hoax that fooled Reddit -- 2026-01-07
  111. Distributed Cognition and Context Control: gait and gaithub -- 2025-12-30
  112. H-EmbodVis/GRANT -- 2025-12-16
  113. steipete/sag -- 2025-12-16
  114. Tried this open-source framework for LLM fine-tuning over UI -- 2025-12-12
  115. Complete Open WebUI API Documentation (All params including dict keys) -- 2025-12-12
  116. This Week in Security: Hornet, Gogs, and Blinkenlights -- 2025-12-12
  117. black-forest-labs/FLUX.2-dev -- 2025-12-11
  118. Putting KDE On Raspberry Pi OS Simpler Than Expected -- 2025-12-10
  119. [Editorial] https://www.linkedin.com/posts/anthony-alcaraz-b80763155_your-ai-agents-context-window-is-not-a-database-activity-7403394612893024256-9S87 -- 2025-12-09
  120. [Editorial] https://www.linkedin.com/posts/reuvencohen_introducing-ruvector-postgres-a-self-learning-activity-7403841311029837824-jogp -- 2025-12-09
  121. [Editorial] https://github.com/robertelee78/claude-telegram-mirror -- 2025-12-09
  122. Bitwarden Lite -- 2025-12-09
  123. Small numbers of Notepad++ users reporting security woes -- 2025-12-05
  124. 'Security Disaster'–500M Microsoft Users Say No to Windows 11 -- 2025-12-05
  125. FreeBSD 15.0-Release Announcement -- 2025-12-04
  126. UEFI On ARM? More Likely Than You Think -- 2025-12-04
  127. I vibe coded a game in Opus 4.5 -- 2025-12-03
  128. A Repository with 44 Years of Unix Evolution -- 2025-11-28
  129. Pong Gets the Boot -- 2025-11-26
  130. RAG follow-ups not working — Qwen2.5 ignores previous context and gives unrelated answers -- 2025-11-26
  131. luozijian1990/network-traffic-ebpf-exporter -- 2025-11-24
  132. We found cryptography bugs in the elliptic library using Wycheproof -- 2025-11-24
  133. Show HN: Cynthia – Reliably play MIDI music files – MIT / Portable / Windows -- 2025-11-24
  134. Browser Fingerprinting and Why VPNs Won’t Make You Anonymous -- 2025-11-24
  135. Lama.cpp: Generalized XML-style tool-call parsing with streaming support (GLM 4.5/4.6 + MiniMax M2 + SeedOSS + Kimi-K2 + Qwen3-Coder + Apriel-1.5 + Xiaomi-MiMo) is added -- 2025-11-20
  136. Is there an slm that supports Function calling on slm -- 2025-11-20
  137. Luo-Yihao/FaithC -- 2025-11-20
  138. ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection -- 2025-11-20
  139. [Editorial] https://brianhorakh.medium.com/just-mcp-to-reduce-context-waste-in-spec-driven-development-3935922da5cf -- 2025-11-18
  140. [AutoBE] Qwen3-80B suddenly wrote doomsday AI mythology while generating a TODO app -- 2025-11-18
  141. My trick for better Claude Code collaboration: CLAUDE.md with conditional loading -- 2025-11-18
  142. Free Web Search Tool for ai. -- 2025-11-18
  143. I used GPT 5.1 to make treemerge -- 2025-11-18
  144. karpathy/reader3 -- 2025-11-18
  145. dx8152/Qwen-Edit-2509-Multiple-angles -- 2025-11-18
  146. I took a deep dive into ChatGPT's web_search API to learn how to get my content cited. Here's what I found. -- 2025-11-14
  147. Cross-GPU prefix KV reuse with RDMA / NVLink - early experimental results -- 2025-11-13
  148. When does RTX 6000 Pro make sense over a 5090? -- 2025-11-13
  149. My (open-source) continuation (FlexAttention, RoPE, BlockMasks, Muon, etc.) to Karpathy's NanoGPT -- 2025-11-13
  150. Anyone running code model in cpu only VPS? -- 2025-11-13
  151. Qwen3-VL-32B-Instruct GGUF with unofficial llama.cpp release to run it (Pre-release build) -- 2025-10-25
  152. Qwen3 Next support in llama.cpp ready for review -- 2025-10-25
  153. How's Halo Strix now ? -- 2025-10-25
  154. MCP vs CLI tools -- 2025-10-20
  155. Copy-and-Patch: A Copy-and-Patch Tutorial -- 2025-10-17
  156. Google C2S-Scale 27B (based on Gemma) built with Yale generated a novel hypothesis about cancer cellular behavior - Model + resources are now on Hugging Face and GitHub -- 2025-10-16
  157. MrDevAnony/MyIP -- 2025-10-16
  158. Modern iOS Security Features – A Deep Dive into SPTM, TXM, and Exclaves -- 2025-10-16
  159. 2025 Component Abuse Challenge: Making A TTL Demultiplexer Sweat -- 2025-10-16
  160. Is Adversarial Injection Dead? A New, 'Cooperative' Paradigm for Exploring AI Censorship Boundaries -- 2025-10-14
  161. SakanaAI/ShinkaEvolve -- 2025-10-04
  162. Type-Compliant Adaptation Cascades: Adapting Programmatic LM Workflows to Data -- 2025-10-04
  163. FULL Sonnet 4.5 System Prompt and Internal Tools -- 2025-10-02
  164. One Social Worker’s take on the “long_conversation_reminder” (user safety) -- 2025-10-02
  165. phishingclub/phishingclub -- 2025-09-19
  166. New Phoenix attack bypasses Rowhammer defenses in DDR5 memory -- 2025-09-19
  167. This Week in Security: The Shai-Hulud Worm, ShadowLeak, and Inside the Great Firewall -- 2025-09-19
  168. Gluon: a GPU programming language based on the same compiler stack as Triton -- 2025-09-19
  169. Tesslate/WEBGEN-OSS-20B -- 2025-09-19
  170. UUIDv47: Store UUIDv7 in DB, emit UUIDv4 outside (SipHash-masked timestamp) -- 2025-09-19
  171. Figma make prompting -- 2025-09-17
  172. Tencent-Hunyuan/HunyuanImage-2.1 -- 2025-09-17
  173. Configurable Stereo Preamp from Matrix Switch -- 2025-09-03
  174. Raspberry Pi 5 support (OpenBSD) -- 2025-09-03
  175. Measuring Nanoparticles by Scattering a Laser -- 2025-09-03
  176. After deepseekv3 I feel like other MoE architectures are old or outdated. Why did Qwen chose a simple MoE architecture with softmax routing and aux loss for their Qwen3 models when there’s been better architectures for a while? -- 2025-09-02
  177. daodao97/claude-code-proxy -- 2025-08-30
  178. Intel Should Second-Source Nvidia [video] -- 2025-08-26
  179. The Shady School -- 2025-08-26
  180. Could you use RAG and Wikidumps to keep AI in the loop? -- 2025-08-17
  181. Markdown-UI: an interactive UI inside Markdown for LLMs -- 2025-08-17
  182. How can I reduce financial model deployment time from 5–10 days to 2 using automation (Cline, SQL, Snowflake,Tableau/Sigma)? -- 2025-08-17
  183. Model intelligence is no longer the constraint for automation -- 2025-08-17
  184. Implementing a basic equivalent of OpenBSD's pflog in Linux nftables -- 2025-08-17
  185. Google Play Store bans wallets that don't have banking license -- 2025-08-17
  186. Physical Aimbot Shoots For Success In Valorant -- 2025-08-17
  187. [Reproducible] Constraint-guided knowledge file for Claude reduces long-chain drift (MIT PDF, 60-sec setup) -- 2025-08-17
  188. Looking for a way to mimic custom slash commands in Aider -- 2025-08-17
  189. Making your prompts better with GEPA-Lite using Ollama! -- 2025-08-15
  190. Trump Announces 100% Tariff on Semiconductors, unless made in US -- 2025-08-08
  191. FreeBSD 15.0 Aims to Have a KDE Desktop Install Option -- 2025-07-27
  192. A Different Way to Think about Plane Fitting -- 2025-07-27
  193. Engrave a Cylinder Without a Rotary Attachment? No Problem! -- 2025-07-27
  194. Does LLM architecture allow for injecting some more input tokens in the middle of token generation? -- 2025-07-24
  195. Ignoring instructions? Or am I dumb? (claude.md) -- 2025-07-18
  196. Arduino Saves Heat Pump -- 2025-07-16
  197. dan-v/lambda-nat-proxy -- 2025-07-16
  198. aenix-io/kubectl-ps -- 2025-07-16
  199. Systemd's Nuts and Bolts – A Visual Guide to Systemd -- 2025-07-16
  200. liaotxcn/Probabilistic-Filters -- 2025-06-19
  201. flohoss/gocron -- 2025-06-19
  202. Lessons from Mixing Rust and Java: Fast, Safe, and Practical -- 2025-06-19
  203. 100 prisoners and a lightbulb -- looking back -- 2025-06-19
  204. Self-hosted x86 back end is now default in debug mode -- 2025-06-13