dmesg --follow
[ 69131220.000 ] posts.x: Full talk on the OWASP Top 10 for LLM, AI-BOM, MCP exploits, and red teaming a vulnerable student chatbot live:  |   [ 69131220.000 ] posts.x: Ask a chatbot for its system prompt five times and it might refuse every time, then just hand it over on the sixth, not because you changed your…  |   [ 69121740.000 ] posts.x: Full talk on redacting sensitive documents through a self-hosted MCP server while cutting token costs:  |   [ 69121740.000 ] posts.x: Redacting a document's phone numbers and social security numbers before Claude Code ever sees the file, while also cutting token spend in the same…  |   [ 69110640.000 ] posts.x: Full talk on the attention curve, memory pointers, and keeping agent context lean instead of just large:  |   [ 69110640.000 ] posts.x: A bigger context window doesn't fix an agent that's drowning in its own tool output. @ElizabethFue12, a Developer Advocate at AWS, makes that case in…  |   [ 69100500.000 ] posts.x: Full talk on building and hardening a customer service agent with Strands Agents, then shipping it on Amazon Bedrock AgentCore:  |   [ 69100500.000 ] posts.x: A customer service agent built in under 60 lines of code, then deployed to production with a single CLI command: that's the shape of "Agent…  |   [ 69088140.000 ] posts.x: Full talk on closing the trace-to-fix loop, including the Wonder Toys live demo and Signal:  |   [ 69088140.000 ] posts.x: Your code can't tell you what your agent did on any given run, only your traces can, because the same input can produce different paths and even…  |   [ 69042300.000 ] posts.x: Full talk on building real-time multimodal voice agents with the Gemini Live API, from native audio to tool calls and live translation:  |   [ 69042300.000 ] posts.x: A voice agent that never converts speech to text, understanding and replying in audio directly across 90 languages, is the subject of @thorwebdev's…  |   [ 68963460.000 ] posts.x: @WolframRvnwlf @aiDotEngineer Mate, the time we spent chatting was among the most rewarding and delightful of the week! Looking forward to seeing you…  |   [ 68938980.000 ] posts.x: Full talk on measuring perceived latency instead of dashboard latency, and the async tool pattern that keeps a voice agent talking while it works:  |   [ 68938980.000 ] posts.x: A voice agent can measure fast and still sound slow to the person on the phone. @codeSTACKr, Staff Developer Advocate at LiveKit, takes that gap…  |  
corey@gallon.me:~$
corey@gallon.me:~$ df -h 7 volumes ⋅ 2 pages ⋅ 57 pieces
corey@gallon.me:~$ head $LATEST
~/writing/i-believe-everything-my-agents-tell-me.md -rw-r--r-- 3,971 words 18 min 2026-10-13

I Believe Everything My Agents Tell Me

This talk was presented at AI Engineer New York 2026 . You can watch the talk here .

read the article → 24 figures
FIGURE 1 ⋅ I Believe Everything My Agents Tell Me
corey@gallon.me:~$ du -sh ~/.agents/2026
111.08

tokens through agents this year.

~2.6 B weekly analyzed from session telemetry data, through Oct 31
corey@gallon.me:~$ tail -f /writing Attach to the stream. An email when I have something worth sending. Replies encouraged!
corey@gallon.me:~$ ls -lt ~ | tail -n +2 | head -6 all 57 →
WORDSWRITTENNAMECATEGORY
508 2026-07-22 Letting Codex Agents Commit: Making .git Writable in the workspace-write Sandbox TIL 2,951 2026-07-16 The Dark Arts of Web Automation WRITING 2,400 2026-05-28 How I Fixed Handy's Memory Leak Without Knowing Rust WRITING 717 2026-05-25 Unlocking Codex's Larger Context Window: 872K Tokens on GPT-5.6 TIL 1,626 2026-05-15 Getting Handy to work in GNOME Wayland (Ubuntu 25.10+) TIL 1,129 2026-05-13 Why Your AI Guardrail Should Be an Encoder, Not Another LLM CONFERENCES
corey@gallon.me:~$ ps what I am building right now →
STATENAMEWHAT IT DOESLAST COMMITLANG
RUNNING story-workbench Interactive application of popular frameworks for writing stories 3 weeks ago TypeScript
RUNNING outlook-cdp Drive Outlook on the web through Chrome DevTools Protocol 5 weeks ago Python
RUNNING epub2md Convert EPUBs into clean, faithful Markdown, and rank editions by source fidelity 3 weeks ago Python
PAUSED claude-show-image Render an image inline in the terminal, so Claude Code can show you a picture while it discusses it. 5 weeks ago Python