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mikelev.in

2026

The Peanut Butter Test: Epistemic Failure in the Age of Vibe-Coding original ↗

13 Jul 2026

The Hand-Cranked Ouroboros: Instrumentalizing AI Optics for the Web original ↗

13 Jul 2026

The First Triptych Is the Prompt: Navigating Classifier Sensitivity original ↗

13 Jul 2026

The Triptych Kata: Reproducible AI Optics original ↗

12 Jul 2026

Navigating the AI Frontier: From Linguistic Blind Spots to Technical Mastery original ↗

12 Jul 2026

Mapping the Latent Space: A Guide to Algorithmic Art Styles original ↗

12 Jul 2026

The First Wish: A Framework for Self-Updating Workshops original ↗

12 Jul 2026

The Dune Protocol: Mastering AI Interlocks on Extinction Hardware original ↗

12 Jul 2026

The Computronium Gradient: Scaling Intelligence Through Mechanical Sympathy original ↗

12 Jul 2026

Home-Hosting in the Age of AI: Casting Digital Spells original ↗

11 Jul 2026

The Art of the Sandworm: Mastering Contextual Continuity in the Age of AI original ↗

11 Jul 2026

The Architecture of Anti-Fragile Publishing original ↗

11 Jul 2026

The Workshop and the Genie: Building a Legible Pipeline original ↗

10 Jul 2026

The Scarcity Trap: Surviving Platform Revocation and Google Invisibility original ↗

10 Jul 2026

Git Surgery: The Anatomy of a Successful Repository Scrub original ↗

10 Jul 2026

Engineering the Safety Airlock: A Compile-Lane Sanitizer Blueprint original ↗

10 Jul 2026

Closing the Commit Airlock: Engineering Against Codebase Seams original ↗

10 Jul 2026

Wire Truth: Moving Beyond Dashboard Reenactments original ↗

9 Jul 2026

The Anti-Crichton Blueprint: Engineering Reality at the Edge original ↗

9 Jul 2026

The Unix Apprentice: Actuators, Text Files, and the Artisan Workshop original ↗

8 Jul 2026

Installing Pipulate: Swapping the Forklift to uv original ↗

8 Jul 2026

The Hand-Cranked Continuity Machine original ↗

7 Jul 2026

Agentic Readiness: A Practitioner’s Guide to the Machine-Readable Web original ↗

7 Jul 2026

The Web Was Built for AI: Content Negotiation and the Honeybot Fishtank original ↗

6 Jul 2026

The Ledger of the Sorcerer's Apprentice: Safe Document Automation in the Age of AI original ↗

6 Jul 2026

The Honest 404: Debugging Content Negotiation with Synthetic Probes original ↗

6 Jul 2026

Riding the Maker original ↗

5 Jul 2026

The Immutable Cartridge: Reclaiming the Church-Turing Balance in Local AI Pipelines original ↗

5 Jul 2026

Declarative Desktop Orchestration with Nix original ↗

5 Jul 2026

The Velocity of the Living Book: Steering AI with Unix, Oz, and Ephemeral Minds original ↗

4 Jul 2026

The Myelin Moat and the Sorcerer's Undo original ↗

4 Jul 2026

A Blueprint for Self-Cleaning Codebases in the Age of AI original ↗

3 Jul 2026

Engineering Replaceability: The Path to Durable AI Workflows original ↗

3 Jul 2026

Architecting a Resilient AI Pipeline original ↗

3 Jul 2026

The Apprentice and the Pipe: Automating the Forever Machine original ↗

3 Jul 2026

The Unix Pipe of Life: Deterministic AI Workflows original ↗

2 Jul 2026

Engineering Precision: The Unix Pipe of AI Workflows original ↗

2 Jul 2026

Twisted Things Remember: Context-Aware Engineering in the Age of AI original ↗

2 Jul 2026

The Safe Playground: Multi-Model Orchestration and the Declarative Machine original ↗

2 Jul 2026

Playing Prompt Fu with Claude Fable 5: Stacking the Context Deck original ↗

2 Jul 2026

Solving the OS-Level Argument Limit in AI Automation original ↗

1 Jul 2026

Operationalizing the Edge: Scaling without Centralized Complexity original ↗

1 Jul 2026

Meeting in the Middle: Engineering Deterministic AI Workflows original ↗

1 Jul 2026

The Unix Philosophy for the Age of AI original ↗

30 Jun 2026

The Architecture of Governance: Turning Abstractions into Inspectable Tools original ↗

30 Jun 2026

Closing the Seam: Solving Silent Truncation in Local LLM Pipelines original ↗

30 Jun 2026

Architecting Multi-Tenant Infrastructure with NixOS and AI-Assisted Patching original ↗

30 Jun 2026

From Superstition to Calibration: Building Provenance into Local AI Tooling original ↗

30 Jun 2026

Epistemic Cartography: Future-Proofing the Insight Refinery original ↗

29 Jun 2026

Engineering the Workshop Architecture: From Prose to Critical Path original ↗

29 Jun 2026

Automating Gmail Context Extraction with Python original ↗

29 Jun 2026

The Art of Invisible Onboarding: Engineering Truthful Terminal Telemetry original ↗

28 Jun 2026

The Shell is a Room: Mastering Spatial Computing original ↗

28 Jun 2026

The Pruning: Reducing Technical Debt in Public Documentation original ↗

28 Jun 2026

Optimizing TTS Pipelines for Technical Documentation original ↗

28 Jun 2026

Optimizing Pipeline Timing in the Age of AI original ↗

28 Jun 2026

Durable Onboarding: Balancing Pedagogical Discipline with Operational Speed original ↗

28 Jun 2026

The Defensive Layer: Hardening Tooling Through Automation original ↗

28 Jun 2026

Closing the Reproducibility Stack: GitOps at the App Layer original ↗

28 Jun 2026

The Workshop Architecture: Unifying Agentic Skills and Knowledge original ↗

27 Jun 2026

The Forever Machine: Building Robust Systems in the Age of AI original ↗

27 Jun 2026

Engineering the Installer Seam: Declarative Systems as a Liability Hedge original ↗

27 Jun 2026

The Demoscene Compression of Onboarding original ↗

27 Jun 2026

Escaping Platform Enclosure: Reproducible API Exploration original ↗

26 Jun 2026

The Funnel and the Actuator: Building Anti-Fragile Context original ↗

26 Jun 2026

Meeting in the Middle: Engineering Reproducible JavaScript SEO Optimizations original ↗

26 Jun 2026

Stop the Noise: Engineering Determinism Into Your Publishing Pipeline original ↗

25 Jun 2026

A Field Method for Trustworthy API Exploration original ↗

25 Jun 2026

The Context Compiler: Building Your Personal Architecture Against Vendor Drift original ↗

25 Jun 2026

Truth, Actually: Building Reliable Systems with Actuators original ↗

24 Jun 2026

The Art of Retargetable Workflows: Building a Publishing Nervous System original ↗

24 Jun 2026

The Funnel Architecture: How to Automate Idea Refinement original ↗

24 Jun 2026

The Art of the Thin Interface: Reconstituting Your Digital World original ↗

23 Jun 2026

Chiseling Out a Non-Blocking Workflow original ↗

23 Jun 2026

Chiseling Digital Space: A Study in Terminal Efficiency original ↗

23 Jun 2026

Deterministic UI Teardowns: Solving the Honeybot Banner Timing Bug original ↗

22 Jun 2026

The Cheapest Lens Is the One That Proves a Negative original ↗

22 Jun 2026

The 1-Textfile 4Life Style: Building a Future-Proof Tech Stack original ↗

22 Jun 2026

The Traveling Business Card: How to Build a Self-Healing Address original ↗

21 Jun 2026

Engineering the Silent Standby: A Technical Blueprint for Stream Continuity original ↗

21 Jun 2026

Orchestrating AI: The Nix-Pinned Content Pipeline original ↗

21 Jun 2026

Idempotent Automation: The Art of Synthesized Upserts original ↗

21 Jun 2026

Defensive Pipelines: Automating Git Commit Reliability original ↗

21 Jun 2026

Treating Confluence as a Retargetable Output Device original ↗

21 Jun 2026

Architecting Private Work Journals: A Local-First Blueprint original ↗

21 Jun 2026

Sharpening the Codex: How to Clean Your Paintbox for Higher Signal original ↗

20 Jun 2026

LLM Optics: Giving AI Models Controllable Sight on the Live Web original ↗

20 Jun 2026

Automated Context Compilers: Curing AI Blindness original ↗

20 Jun 2026

Anti-Crichton Systems: Deterministic Orchestration in the Age of AI original ↗

20 Jun 2026

Implementing Soft Preemption for Audio Narrators original ↗

19 Jun 2026

Implementing Selective Restart Logic in Deployment Pipelines original ↗

19 Jun 2026

Honeybot: Mapping the Markdown Appetite of the Agentic Web original ↗

19 Jun 2026

The Human Reduce Step: Orchestrating AI Without Losing Taste original ↗

19 Jun 2026

Ground Truth: Why the Actuator Imperative Defines Reality in the Age of AI original ↗

19 Jun 2026

The Art of the Fresh Restart original ↗

18 Jun 2026

Escaping Proprietary AI Lock-In: A Git-Based Methodology original ↗

18 Jun 2026

The Art of the Fresh Restart: Mastering System Resilience original ↗

18 Jun 2026

Tracing the Agentic Web: How Frontier Models Consume Your Infrastructure original ↗

17 Jun 2026

Visual Storytelling as a Compounding Control Loop original ↗

16 Jun 2026

When Refactoring Fails: The Boundary of Remote Deployments original ↗

16 Jun 2026