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I measured Gemini Live Translate in 3 languages: same rhythm, 2x the characters

I measured Gemini Live Translate in 3 languages: same rhythm, 2x the characters

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11 min read
The Inferred Stack Is a Hypothesis: A Myth-Busting FAQ

The Inferred Stack Is a Hypothesis: A Myth-Busting FAQ

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9 min read
The Data Boundary Problem: Using a Free Server Without Leaking Your Prompts

The Data Boundary Problem: Using a Free Server Without Leaking Your Prompts

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4 min read
I replaced GitPython with zlib and struct, and git's own file format fought back

I replaced GitPython with zlib and struct, and git's own file format fought back

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6 min read
When the Token Well Runs Dry: A Degradation State Machine for LLM Services

When the Token Well Runs Dry: A Degradation State Machine for LLM Services

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4 min read
Build for the 429: An Architecture for Unreliable Free LLM Tiers

Build for the 429: An Architecture for Unreliable Free LLM Tiers

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4 min read
From LLM to AI Agent: What Actually Happens When an Agent Uses a Tool?

From LLM to AI Agent: What Actually Happens When an Agent Uses a Tool?

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2 min read
I Built a Crash-Safe Key-Value Store Without sqlite3 — Then I Killed It

I Built a Crash-Safe Key-Value Store Without sqlite3 — Then I Killed It

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9 min read
Dissecting Semantica’s Graph-Native Core: The Missing Layer Between Context and Accountability

Dissecting Semantica’s Graph-Native Core: The Missing Layer Between Context and Accountability

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2 min read
We Built a Dead Man's Switch for a Crypto Wallet - Then Broke Our Own Encryption, with Zero Dependencies

We Built a Dead Man's Switch for a Crypto Wallet - Then Broke Our Own Encryption, with Zero Dependencies

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7 min read
The Prompt Injection Playbook: Red-Teaming a Free Model Server

The Prompt Injection Playbook: Red-Teaming a Free Model Server

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4 min read
Fair Queue for a Shared Free AI Server: 5-Dev Postmortem

Fair Queue for a Shared Free AI Server: 5-Dev Postmortem

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6 min read
Ollama API: A Practical Guide with Examples

Ollama API: A Practical Guide with Examples

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4 min read
Persist AI Agent State on Free Servers with JSON Checkpoints

Persist AI Agent State on Free Servers with JSON Checkpoints

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6 min read
The CoA parser that had to get worse before it got useful

The CoA parser that had to get worse before it got useful

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4 min read
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