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Ahmad Dogar

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I built a Claude Code skill that makes video ads without a video model

I built a Claude Code skill that makes video ads without a video model

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21 min read

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Agent instructions that actually change behaviour

Agent instructions that actually change behaviour

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7 min read
Weight-Space Programming: how GPT-6 Astra edited Qwen's weights and took MATH-500 from 7.9% to 48.1%

Weight-Space Programming: how GPT-6 Astra edited Qwen's weights and took MATH-500 from 7.9% to 48.1%

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22 min read
How to check an ML benchmark for train/test copies

How to check an ML benchmark for train/test copies

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11 min read
GLiNER2 vs an LLM: I tested both on 640 labelled examples

GLiNER2 vs an LLM: I tested both on 640 labelled examples

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5 min read
LLMs vs Jev vs CDMs: three ways a model can answer

LLMs vs Jev vs CDMs: three ways a model can answer

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13 min read
Agent loops for product features: budgets, errors, stops and checkpoints

Agent loops for product features: budgets, errors, stops and checkpoints

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8 min read
Cutting LLM inference cost and latency without making the feature worse

Cutting LLM inference cost and latency without making the feature worse

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8 min read
Top 10 skills a software engineer needs in 2027

Top 10 skills a software engineer needs in 2027

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10 min read
Caveman mode for Claude Code: fewer output tokens, same facts

Caveman mode for Claude Code: fewer output tokens, same facts

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8 min read
Harness engineering: the skill that took over from prompt engineering

Harness engineering: the skill that took over from prompt engineering

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14 min read
Setting up REA for agent-driven reverse engineering in Claude Code

Setting up REA for agent-driven reverse engineering in Claude Code

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8 min read
Structured outputs that do not break: schemas, Zod and a repair retry

Structured outputs that do not break: schemas, Zod and a repair retry

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8 min read
Evals before prompts: a small eval harness for an LLM feature

Evals before prompts: a small eval harness for an LLM feature

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9 min read
Make coding agents prove their work

Make coding agents prove their work

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8 min read
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