Open-source engineering

Three public systems with inspectable evidence.

A small set of public repositories where the problem, my ownership, system boundaries, and proof path are clear.

Featured systems

Three public systems with a clear problem, a defined contribution, and a short path to inspect the evidence.

Evidence-grounded incident operations

FlowPulse

Agents can accelerate investigation without becoming the source of truth.

Observed resultThe incident lifecycle exposes an execution receipt followed by a fresh-verification step.

Evidence runtime for agents

Agent research should expose what was found, what failed, and what remains unanswered.

Observed resultThe offline evaluator records claim eligibility next to facet coverage and evidence artifacts.

Bounded sparse-context agent runtime

Model creativity can sit inside a runtime whose task, context, tools, and side effects remain explicit.

Observed resultBefore a model or tool runs, developers can inspect which context was accepted, which was rejected, and why.

Agent Memory Systems

How should coding-session knowledge stay useful without becoming invisible or stale?

Problem: Retrieval and lifecycle automation need explicit handling for retention, staleness, and contradiction.
Proof: Current public HEAD is marked build currently incomplete: agent_memory.store imports the absent agent_memory.write_queue module and tests cannot collect.

Problem: Assistant discoveries disappear when engineers cannot inspect or review what was learned.
Proof: 78 tests passed in the inspected run; the local workflow makes captured knowledge browsable.

Local Agent Tooling

Small repositories that make agent work safer, more resumable, or easier to inspect.

Problem: Pre-publish checks need to catch source maps, credentials, dangerous scripts, binaries, and compromised lockfiles.
Proof: The sandboxed verification produced 14 passes and 35 failures because the default cache directory could not be created.

Problem: Long media jobs need resumable boundaries so a failed phase does not discard completed work.
Proof: 14 tests passed in the inspected run.

Problem: Dense system-design sources need a repeatable path from curriculum to visual study material and release QA.
Proof: 44 tests passed in the inspected run.