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Articles for people who
ship the stack
Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: dspy
From prompt tweaking to feedback loops: DSPy, GEPA and Claude Code
Learn how DSPy, MIPRO, STORM, GEPA, Claude Code and MCP shift AI work from rewriting prompts to building measurable programs with executable feedback loops.
10 min readAgent Evaluation and Optimisation: DSPy, TextGrad, Reflexion and OPRO Compared
How DSPy, TextGrad, Reflexion and OPRO fit together as feedback loops for agents, which to adopt first, and how to separate evaluation from optimisation in an enterprise.
12 min readOptimizing a Terraform Agent With DSPy: Build the Verifier Before the Optimizer
Terraform agents invent schema. Build a deterministic verifier, baseline the agent, then use DSPy and GEPA to optimize its skill file, with honest results.
18 min read
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Yes. Each piece is an original English rewrite prepared for this site. Structure and code examples follow the source material; prose is rewritten and checked for overlap before export.
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