StackToHeap
No Overflow. A blog about software development, DevOps, and everything in between.
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View all posts →Two Harnesses Walk into a Claude Subscription
OpenCode and Pi (via pi-claude-code) can both use a local Claude Code login. OpenCode keeps a Claude Code session open across tool calls, while Pi runs a fresh worker for each step and replays the transcript.
Code Mode That Survives a Crash: Durable Scripts in Pi Durable
Code mode lets the model write a script that calls tools. Pi Durable makes that script resume after a restart without rerunning finished calls. What code mode is, how durable replay works, and when to reach for it.
OpenAI Decisions API: How Does Jev's Big-Lab Competitor Fare?
OpenAI's Decisions API brings a big-lab competitor to Jev. How do their contracts, limits, accuracy, latency, and costs compare on BANKING77?
Pi Durable: A Look at the Future of Agent Harnesses
Pi Durable's building blocks: persisted tasks, conversations, application state, and agents whose work can survive the process that started it.
DSPy ♥ Jev: Typed Decisions, One Program, and ReAnchor
DSPy gets first-class support for System One models, plus an optimizer for tuning how programs act on their decisions.