corpus.blog
56,966 blogs · [ { "id": "01a0878a-1bb4-7364-9140-9dfda0a822fa", "title": "Extending Karpathy's llm-wiki with event-driven doc management", "url": "https://jakobs.dev/extending-llm-wiki-event-driven-doc-management/", "published_at": "2026-05-21T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda0f04a09", "title": "Ralph-looping a math paper to (attempt to) win a pub argument", "url": "https://jakobs.dev/cooperative-rank-holdem-pub-argument/", "published_at": "2026-05-15T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda15f3476", "title": "If only I had more time, my agent would publish a smaller PR.", "url": "https://jakobs.dev/smaller-prs-in-the-age-of-vibe-coding/", "published_at": "2026-05-10T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda24d733f", "title": "Single failed payment immediately removed legacy Spotify plan, requests to upgrade", "url": "https://jakobs.dev/single-failed-payment-permanently-removed-my-legacy-spotify-plan/", "published_at": "2026-04-06T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda3015904", "title": "Granular personal notes access for limiting OpenClaw blast-radius", "url": "https://jakobs.dev/granular-notes-access-limiting-openclaw-blast-radius/", "published_at": "2026-02-23T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda34538e0", "title": "Pragmatic Notes on Running Dangerous AI Coding Agents in Cloud VMs", "url": "https://jakobs.dev/pragmatic-notes-running-dangerous-ai-agents-cloud-vms/", "published_at": "2026-01-21T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda393f9e0", "title": "ChatGPT Atlas doesn't have time for me: fails at well-scoped repetition", "url": "https://jakobs.dev/chatgpt-atlas-doesnt-have-time-for-me/", "published_at": "2026-01-05T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda3c2005b", "title": "Telemetry Redaction with Presidio: A Showcase", "url": "https://jakobs.dev/telemetry-redaction-presidio-showcase/", "published_at": "2026-01-04T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda3f2859d", "title": "Masking PII in Logs and Traces: Manual vs Automated", "url": "https://jakobs.dev/masking-pii-logs-traces-manual-vs-automated/", "published_at": "2025-12-11T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda40ad609", "title": "Building personalized focus apps in minutes.", "url": "https://jakobs.dev/building-personalized-apps-github-spark/", "published_at": "2025-10-12T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda4fa9313", "title": "Tracking AI Assistant Contributions Using Git Trailers and Git Hooks", "url": "https://jakobs.dev/tracking-ai-assistant-contributions-git-hooks/", "published_at": "2025-07-28T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda57e6f27", "title": "Dynamically Routing Traces to Customer-Specific App Insights", "url": "https://jakobs.dev/dynamically-routing-traces-customer-specific-app-insights/", "published_at": "2025-07-07T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda603640f", "title": "Learnings from ingesting millions of technical pages for RAG on Azure.", "url": "https://jakobs.dev/learnings-ingesting-millions-pages-rag-azure/", "published_at": "2024-05-06T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda67ca5a7", "title": "Showcase: Azure AI Hybrid Search unexpected results gotcha", "url": "https://jakobs.dev/showcase-azure-ai-hybrid-search-unexpected-results-gotcha/", "published_at": "2024-04-30T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda70e8994", "title": "Encoding hidden prompt in LLMs as potential attack vector.", "url": "https://jakobs.dev/gpt-hidden-prompt-base64-attack-vector/", "published_at": "2024-01-15T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda7a81a2b", "title": "What does a statement like “AI will take my job” look like in practice?", "url": "https://jakobs.dev/ai-will-take-my-job/", "published_at": "2023-11-21T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda7baee04", "title": "GPT-4 CLI with persistence in 10 lines of code.", "url": "https://jakobs.dev/gpt-4-cli-10-lines-of-code/", "published_at": "2023-11-03T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda8262fd0", "title": "Voice record daily thoughts, redact with GPT4, and save to Apple Notes using Shortcuts.", "url": "https://jakobs.dev/voice-record-daily-notes-redact-GPT4-apple-shortcuts/", "published_at": "2023-11-02T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda886233f", "title": "Evaluating RAG/LLMs in highly technical settings using synthetic QA generation", "url": "https://jakobs.dev/evaluating-rag-synthetic-dataset-generation/", "published_at": "2023-10-26T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda8c48546", "title": "On automating unit tests with LLMs.", "url": "https://jakobs.dev/on-automating-unit-tests-with-llms/", "published_at": "2023-10-19T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda9181f38", "title": "78% MNIST accuracy using GZIP in under 10 lines of code.", "url": "https://jakobs.dev/solving-mnist-with-gzip/", "published_at": "2023-09-20T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda9306ba4", "title": "From Concept to practice: Learnings from LLMs for Enterprise Production – Part 0", "url": "https://jakobs.dev/llm-production-learnings-0/", "published_at": "2023-08-18T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfda99edf3e", "title": "One approach to achieving self-governing AI today", "url": "https://jakobs.dev/self-governing-ai/", "published_at": "2023-02-06T00:00:00+00:00" }, { "id": "01a0878a-1bb4-7364-9140-9dfdaa6a5d48", "title": "What defines great software: solving my problem in under 5 minutes with Tailscale", "url": "https://jakobs.dev/tailscale-great-software/", "published_at": "2022-05-04T00:00:00+00:00" } ] posts Claim your blog
Back to Jakob Serlier - AI & Systems Engineer | jakobs.dev
Blog · corpus.blog/blogs/jakobs.dev/posts

Jakob Serlier - AI & Systems Engineer | jakobs.dev

jakobs.dev

2026

Extending Karpathy's llm-wiki with event-driven doc managementoriginal ↗
21 May 2026
Ralph-looping a math paper to (attempt to) win a pub argumentoriginal ↗
15 May 2026
If only I had more time, my agent would publish a smaller PR.original ↗
10 May 2026
Single failed payment immediately removed legacy Spotify plan, requests to upgradeoriginal ↗
6 Apr 2026
Granular personal notes access for limiting OpenClaw blast-radiusoriginal ↗
23 Feb 2026
Pragmatic Notes on Running Dangerous AI Coding Agents in Cloud VMsoriginal ↗
21 Jan 2026
ChatGPT Atlas doesn't have time for me: fails at well-scoped repetitionoriginal ↗
5 Jan 2026
Telemetry Redaction with Presidio: A Showcaseoriginal ↗
4 Jan 2026

2025

Masking PII in Logs and Traces: Manual vs Automatedoriginal ↗
11 Dec 2025
Building personalized focus apps in minutes.original ↗
12 Oct 2025
Tracking AI Assistant Contributions Using Git Trailers and Git Hooksoriginal ↗
28 Jul 2025
Dynamically Routing Traces to Customer-Specific App Insightsoriginal ↗
7 Jul 2025

2024

Learnings from ingesting millions of technical pages for RAG on Azure.original ↗
6 May 2024
Showcase: Azure AI Hybrid Search unexpected results gotchaoriginal ↗
30 Apr 2024
Encoding hidden prompt in LLMs as potential attack vector.original ↗
15 Jan 2024

2023

What does a statement like “AI will take my job” look like in practice?original ↗
21 Nov 2023
GPT-4 CLI with persistence in 10 lines of code.original ↗
3 Nov 2023
Voice record daily thoughts, redact with GPT4, and save to Apple Notes using Shortcuts.original ↗
2 Nov 2023
Evaluating RAG/LLMs in highly technical settings using synthetic QA generationoriginal ↗
26 Oct 2023
On automating unit tests with LLMs.original ↗
19 Oct 2023
78% MNIST accuracy using GZIP in under 10 lines of code.original ↗
20 Sept 2023
From Concept to practice: Learnings from LLMs for Enterprise Production – Part 0original ↗
18 Aug 2023
One approach to achieving self-governing AI todayoriginal ↗
6 Feb 2023

2022

What defines great software: solving my problem in under 5 minutes with Tailscaleoriginal ↗
4 May 2022