A DAILY AGENTIC DEV LOOP YOU CAN PILOT THIS WEEK
A practitioner video outlines a repeatable daily workflow for building and iterating on LLM agents: start with a narrow task, instrument runs (traces, prompts, ...
A practitioner video outlines a repeatable daily workflow for building and iterating on LLM agents: start with a narrow task, instrument runs (traces, prompts, outputs), run quick evals on a small dataset, then refine prompts/tools and redeploy. The emphasis is on short feedback cycles, cost/latency tracking, and keeping prompts, test cases, and traces under version control.
Gives teams a concrete structure to experiment with agents without derailing delivery.
Improves reliability via traceability, small-scope evals, and measurable gates.
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terminal
Stand up a minimal agent pipeline with tracing and cost/latency logging; compare against a scripted baseline on one recurring backend task.
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terminal
Create 10–20 golden test cases and add an eval step to CI that must pass before prompt/tool changes deploy.
Get daily SDLC + SDLC updates.
- Practical tactics you can ship tomorrow
- Tooling, workflows, and architecture notes
- One short email each weekday