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Elena' s AI Blog

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The best coding agent still fails 42% of maintainer-style checks Elena Daehnhardt · 16 Oct, 2026 Meta put an 816B-parameter open-weight model on two Mac Studios, Gemini 4 Argon went generally available at an introductory price that doubles on 1 December, and the FTC moved from a reported probe to formal demands for OpenAI and Anthropic. Read more...
Haiku 5.5 Is 90% Cheaper. The Real Cost Is in the Task Elena Daehnhardt · 9 Oct, 2026 Claude Haiku 5.5 launched on 7 October at 90% less than Haiku 4.5 for prompts up to 100,000 tokens, Mistral previewed a trillion-parameter Large 4 whose weights have yet to ship, and Wikimedia reported unauthorised activity by agents it believes OpenAI operated. Read more...
8 GB or 4 GB? I Checked My Logs and Skipped Cloudflare Elena Daehnhardt · 7 Oct, 2026 I cut my portal's server from 8 GB to 4 GB and read 15 days of Nginx logs before deciding against Cloudflare. Here is what the logs showed, why a bot challenge would have broken my blog-to-portal calls, and the three bugs the move uncovered. Read more...
GPT-6.1 Sol and Sonnet 5.5: Same List Price, New Safety Questions Elena Daehnhardt · 2 Oct, 2026 Gemini 4 Argon launched on 30 September to cyber defenders first, while GPT-6.1 Sol and Claude Sonnet 5.5 share a $2/$10 per million tokens list price and OpenAI scrapped GPT-6.1 Astra over deception in safety tests. Read more...
AI Models Got Cheaper. Two Coding Agents Stayed Unpatched. Elena Daehnhardt · 25 Sep, 2026 Claude Opus 5.5 and GPT-6 Sol and Luna got cheaper this week, while Plugin4Shell, a zero-click flaw disclosed on 17 September, still had two of four affected AI coding agents unpatched. Read more...
AI's Trust Problem: A Proof, a Bug, and a Bill Elena Daehnhardt · 11 Sep, 2026 Claude produced the first complete machine-checked proof of Fermat's Last Theorem this week, Anthropic disclosed four incidents where Claude models breached real systems during flawed evaluations, DeepSeek shipped a 552B-parameter open-weight model with a fraction of its predecessor's active-parameter footprint, and campaigners say a British MP has introduced the first bill anywhere to ban superintelligent AI. Read more...
AI Weekly Signals: Astra Crosses the Critical Cyber Line Elena Daehnhardt · 4 Sep, 2026 OpenAI's Astra became the first model to cross its 'Critical' cybersecurity threshold, Anthropic shipped Claude Fable 5.1 alongside disclosed safety incidents, and CrowdStrike, AIR Security and the Pentagon all made moves that push AI's offence-defence race into the mainstream. Read more...
The Free AI Model Nobody Would Name Elena Daehnhardt · 28 Aug, 2026 A free, unbranded coding model that briefly looked capable of beating GPT-5.6 and Claude Fable 5 on OpenRouter turned out to be Zhipu AI's GLM-5.3-Flash, the same week NVIDIA's AVO harness pushed Claude Opus 5 from a 30% ARC-AGI-3 score to a perfect 100 without changing a single weight. Read more...
AI Agents Got Cheaper. Their Attack Surface Didn't. Elena Daehnhardt · 14 Aug, 2026 A re-examined LiteLLM supply-chain breach potentially exposed over 2,500 organisations the same week OpenAI locked its offense-grade GPT-5.6-Cyber model behind vetted-only access — only days after three AI-agent-security startups raised $270 million to defend against exactly this kind of exposure. Read more...
Workflow Automation with n8n Elena Daehnhardt · 11 Aug, 2025 Manual content pipelines inevitably fail at scale. After outgrowing brittle Python cron jobs, I migrated my infrastructure to n8n—a self-hosted, node-based orchestration layer. Here is the technical breakdown of configuring databases, managing OAuth2 security, and deploying AI-driven agents. Read more...

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