news
swamplink.com/news is the research bulletin — datasets, papers, figure permalinks. This page is the public-tool feed.
Launches, x.y.0 (and 1.x.0) version ships, and hotfixes that fix
something a user already hits. A patch tag that only retags packaging does
not belong here.
- launch counting-makeup-foundation opens: sourced cosmetics research foundation.swamplink.com
- version roost 0.13.0: session startup context size, unseen infra marked show off? github.com/gmhoward9289-ops/roost
- version roost 0.12.0: Cursor worker rows show the branch name, not the composer hash github.com/gmhoward9289-ops/roost
- hotfix roost 0.11.1: first paint no longer walks finished sidechains; version line matches GitHub/PyPI github.com/gmhoward9289-ops/roost
- version counting-chicken-wings 2.9.0: recorded disagreements are first-class corpus rows wings.swamplink.com
- hotfix git-roost 0.5.1: watch mode no longer floods non-VT Windows consoles github.com/gmhoward9289-ops/git-roost
- hotfix trust-but-anchor 0.1.1: dual-anchor runs count in coverage; --docs filter on eval github.com/gmhoward9289-ops/trust-but-anchor
- version roost 0.11.0: shell completion and the full CLI flag list github.com/gmhoward9289-ops/roost
- version git-roost 0.5.0: TUI is the default, scan root is cwd github.com/gmhoward9289-ops/git-roost
- version xycalc 0.2.0: model notes on the export; eviction/ticket education copy github.com/gmhoward9289-ops/xycalc
- hotfix xycalc 0.1.1: citation-only scenarios no longer render empty panels github.com/gmhoward9289-ops/xycalc
- version roost 0.10.0: canary, gateway aliases, TUI detail, json subagents github.com/gmhoward9289-ops/roost
- launch xycalc 0.1.0 on GitHub: cited infrastructure sizing, versioned to the corpus github.com/gmhoward9289-ops/xycalc
- version roost 0.9.0: roost.snapshot.v1 schema on --json github.com/gmhoward9289-ops/roost
- launch pytest-mcp-contract: domain MCP tool contracts as pytest assertions github.com/gmhoward9289-ops/pytest-mcp-contract
- launch pytest-session-trace: recorded agent sessions as deterministic tool-call tests github.com/gmhoward9289-ops/pytest-session-trace
- launch henhouse: typed session and tool-call events from Claude Code / Cursor JSONL github.com/gmhoward9289-ops/henhouse
- launch trust-but-anchor 0.1.0: locate the span, don't trust the quote github.com/gmhoward9289-ops/trust-but-anchor
- version legbar 0.3.0: five columns back to the task, colour-coded tool, quiet young waits github.com/gmhoward9289-ops/legbar
- launch legbar 0.2.1 ships; the flock goes public blog writeup
- hotfix counting-chicken-wings 2.0.1: hypergeometric miss probability no longer loops per unit removed wings.swamplink.com
- version counting-chicken-wings 2.0.0: a ground-beef patty is no longer scored as one wing wings.swamplink.com
- launch the flock: roost, leghorn, and legbar — three dashboards because one view can't hold a fleet blog writeup
- version roost 0.8.0: Cursor IDE sessions on the same board as Claude Code github.com/gmhoward9289-ops/roost
- launch leghorn 0.3: sessions joined to real git state and GitHub CI github.com/gmhoward9289-ops/leghorn
- launch git-roost 0.1: top for git across every repo and worktree github.com/gmhoward9289-ops/git-roost
- version APCAM 1.2.0: staleness distinguishes last model use from last probe; rates persist per machine github.com/gmhoward9289-ops/apcam-ai-power-meter
- launch xycalc: how much X does it take to run Y, with a citation on every number blog writeup
- launch llm-security-rules: five Semgrep rules for the bugs every LLM app ships blog writeup
- launch shunt / APCAM: measured GPU watts into a self-contained cost page blog writeup
- launch roost: top, but it can see your subagents blog writeup
- version APCAM 1.1.0: dashboard follow-up on the 1.0 meter github.com/gmhoward9289-ops/apcam-ai-power-meter
- launch APCAM 1.0.0: AI power calculation from measured GPU wattage github.com/gmhoward9289-ops/apcam-ai-power-meter