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#Agentic workflow

Posts tagged #Agentic workflow

What if your agent had an evening — a daily reflection loop instead of summaries

What if your agent had an evening — a daily reflection loop instead of summaries

Claude Code starts every session from zero. What if the agent reflected each evening instead of summarizing? A thought experiment on memory and pruning.

Jakub Kontra
Jakub KontraDeveloper
Per-task agent context will be the next karpathy-kind trend

Per-task agent context will be the next karpathy-kind trend

My bet: by spring 2027, isolated context per sub-task gets a folk name and jumps from engineering blogs into pitch decks. Why the Lütke–Karpathy–Anthropic pattern keeps repeating.

Jakub Kontra
Jakub KontraDeveloper
Spec-driven development: writing specs that AI agents actually ship

Spec-driven development: writing specs that AI agents actually ship

Agents deliver sloppy code because they get sloppy briefs. A practical recipe for turning a Jira ticket into binary acceptance criteria, three-tier boundaries and self-verification.

Jakub Kontra
Jakub KontraDeveloper
Brain dump over writing — how I dictate feature specs into Claude Code

Brain dump over writing — how I dictate feature specs into Claude Code

Whisprflow replaced my spec writing. I dictate a messy brain dump into Claude Code, the agent turns it into a structured spec and asks whether it understood me. Ten minutes instead of an hour — and a better output.

Jakub Kontra
Jakub KontraDeveloper