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AI.Insaf (@ai_tablet) — Полный архив постов канала

AI.Insaf (@ai_tablet) — Полный архив постов канала

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4 min read
Tokenmaxxing Is a 2026 Anti-Pattern: Why Your Team's Token Bill Is Up 10x and What

Tokenmaxxing Is a 2026 Anti-Pattern: Why Your Team's Token Bill Is Up 10x and What

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6 min read
The Rise of Agentic Engineering — Part 1: The Prompt Engineering Era

The Rise of Agentic Engineering — Part 1: The Prompt Engineering Era

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8 min read
Agent Architecture Is a Compute Allocation Problem: The Advisor Strategy, Cost-Curve Frame Recursed

Agent Architecture Is a Compute Allocation Problem: The Advisor Strategy, Cost-Curve Frame Recursed

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17 min read
Self-hosted video creation is coming

Self-hosted video creation is coming

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1 min read
What belongs in an agent's context window (and what to evict)

What belongs in an agent's context window (and what to evict)

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4 min read
The Infrastructure Rule That Prevents AI Automation Disasters

The Infrastructure Rule That Prevents AI Automation Disasters

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3 min read
LLM SQL Guard Architecture: Parser, Catalog, Policy Engine, Audit Log

LLM SQL Guard Architecture: Parser, Catalog, Policy Engine, Audit Log

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1 min read
AI.Insaf — Архив постов канала (реальные посты из web_fetch)

AI.Insaf — Архив постов канала (реальные посты из web_fetch)

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4 min read
I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.

Formal code failing at the semantic layer

I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.

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9 min read
Agents optimizing agents: the wins that stick aren't in the prompt

Agents optimizing agents: the wins that stick aren't in the prompt

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2 min read
Claude Opus 4.8 shipped today. Here is what the launch post does not say about why your agents will feel different tomorrow.

Claude Opus 4.8 shipped today. Here is what the launch post does not say about why your agents will feel different tomorrow.

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13 min read
What Is Loopcraft? From Prompt Engineering to Agent Loop System Design

What Is Loopcraft? From Prompt Engineering to Agent Loop System Design

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9 min read
China's Biggest AI Just Started Charging Users. DeepSeek Cut API Prices the Same Week.

China's Biggest AI Just Started Charging Users. DeepSeek Cut API Prices the Same Week.

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6 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
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