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EDITORIAL DESK ARCHIVE

Coding

Frontier LLM code generation, AST parsers, compiler feedback loops, and developer tooling.

Founder Story Coding

Vercel AI SDK Sunday App: Code 3 Tools (2026)

Vercel AI SDK Sunday App builds 3 interactive UI streaming tools using React server actions and Next.js. Exposing simple hooks for chat stream endpoints, this system implements UI interfaces in under 90 minutes, saving w...

Deepak Bagada Deepak Bagada
17m read
Research Breakdown Coding

How to Monitor Brand Reputation with LangChain and RSS

Monitoring brand reputation with LangChain and RSS involves building an autonomous AI agent that scans news feeds, analyzes the sentiment of mentions using models like GPT-4o, and triggers alerts for potential PR crises....

Deepak Bagada Deepak Bagada
3m read
Research Breakdown Coding

How to Auto-Ship Linear Issues as PRs with OpenAI Codex

OpenAI Symphony Codex Linear PR Orchestrator polls Linear for unassigned issues, assigns Codex agents to claim and implement each one, and creates a pull request — all without human intervention. Issues with clear accept...

Deepak Bagada Deepak Bagada
5m read
Founder Story Coding

Automate Code Refactoring Kimi K2.6 Long-Horizon

Kimi K2.6 automates code refactoring across 12-hour autonomous runs with zero human supervision. Before this workflow, a senior engineer needed three weeks to refactor a legacy exchange-core module. After deploying Kimi...

Deepak Bagada Deepak Bagada
8m read
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