#Specification Engineering

Articles about Specification Engineering — exploring patterns, best practices, and real-world implementations in production systems.

3 posts tagged with specification engineering. ← Blog home

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Pratik Dhanave · ·10 min read

Agentic Software Engineering in Go: Case Study

End-to-end: from specification to production deployment

End-to-end case study: a user authentication service taken from YAML specification through harness execution, production hardening, MCP API exposure, and deployment — with the security, reliability, and observability checklists that gate each phase. Every pillar of the series, exercised on one feature. Closes the series.

#Agentic Engineering#Go#Specification Engineering#Coding Agents#Backend Engineering#MCP#Observability#APIs
Pratik Dhanave · ·4 min read

Agentic Software Engineering in Go: The Complete Harness

Integrating context, specifications, and verification loops

Context, specifications, and verification loops integrated into a single Go harness: the architecture, execution flow, configuration, state persistence, and metrics — compared head-to-head against ad-hoc agent workflows and traditional CI. The harness is where the disciplines stop being silos and become a system.

#Agentic Engineering#Go#Context Engineering#Specification Engineering#Coding Agents#Backend Engineering
Pratik Dhanave · ·5 min read

Agentic Software Engineering in Go: Specification Engineering

Replacing vague English prompts with precise, machine-readable specifications

Replace prose prompts with machine-readable YAML specifications: typed inputs and outputs, error contracts, acceptance criteria, and versioning. The Go spec parser and validator, the specification lifecycle, and code generation driven from the spec — specification-driven versus English-prompt-driven, side by side.

#Agentic Engineering#Go#Specification Engineering#AI Engineering#Coding Agents#Backend Engineering#Prompt Engineering

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse the blog or explore related topics using the tag cloud above.