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Engineering stories and stable release posts, kept in separate views.
Article · 2026-10-03T12:30:00Z · By Denys Kashkovskyi
Five repository tasks. Threadnote used 65.62% fewer lifecycle tokens per verified completion and 46.14% less time. All five patches passed verification, versus four with files alone. Here is the evidence, including the limits.
Article · 2026-09-18T08:00:00Z · By Denys Kashkovskyi
Threadnote 5 gives coding agents a trustworthy context lifecycle: a focused, cited start; reviewed learning at closeout; and maintenance that keeps knowledge connected to the code.
Article · 2026-08-26T20:30:00Z · By Denys Kashkovskyi
Threadnote 4.4 lets engineering memory cite exact code, distinguish moved links from stale claims, and abstain when current evidence is incomplete.
Article · 2026-08-26T14:37:18Z · By Denys Kashkovskyi
How a 164-minute code-graph build became 57 minutes—and why the biggest wins came from deleting work, not changing languages.
Release · 2026-11-14T19:26:54Z · By Threadnote
Threadnote 5.3.8 makes pull request watching more flexible and improves recovery across development workflows.
Release · 2026-11-12T16:45:37Z · By Threadnote
Threadnote 5.3.7 makes workflows easier to start, share, and recover across projects and installations.
Release · 2026-11-09T12:57:09Z · By Threadnote
Threadnote 5.3.6 makes native workflows easier to recover and trust, with clearer task actions, safer review recovery, qualification after upstream rewrites, and private read-only memory previews.
Release · 2026-11-07T09:23:57Z · By Threadnote
Threadnote 5.3.5 makes local recall and graph work more dependable, with purposeful embedding controls and fewer avoidable waits.
Release · 2026-11-04T11:12:42Z · By Threadnote
Threadnote 5.3.4 makes index preparation clearer, keeps longer workflow-memory writes trackable, and improves process and development-workflow visibility.
Release · 2026-11-03T13:16:59Z · By Threadnote
Threadnote 5.3.3 keeps deferred code-anchor refreshes focused on the structural graph work needed to finalize citations.
Release · 2026-11-03T08:00:48Z · By Threadnote
Threadnote 5.3.2 improves background memory maintenance and gives Context Health more time to load.
Release · 2026-10-30T22:27:50Z · By Threadnote
Threadnote 5.3.1 preserves shared skill text, recovers incomplete shared imports, and makes development workflows and citation checks more reliable.
Release · 2026-10-30T12:42:46Z · By Threadnote
Threadnote 5.3.0 adds reviewed memory maintenance, native development workflows, and a live Manager. It brings together the changes since 5.2.1, including safer shared-memory reconciliation, background graph embeddings, local model setup, and more compatible updates.
Release · 2026-10-15T18:53:30Z · By Threadnote
Threadnote 5.2.1 keeps project-scoped graph search usable during refreshes and lets workspace-scoped recall include matching personal preferences.
Release · 2026-10-12T17:37:16Z · By Threadnote
Threadnote 5.2.0 brings connected work into private recall, makes memory and graph work easier to review, and adds a guided Codex Cloud setup for durable project context.
Release · 2026-10-08T13:38:50Z · By Threadnote
Threadnote 5.1.1 gives Manager a clearer workspace for writing memories, resolving decisions and sharing conflicts, managing Obsidian, and keeping the runtime up to date.
Release · 2026-10-05T17:47:13Z · By Threadnote
Threadnote 5.1.0 helps agents continue work with relevant handoffs, decisions, and code context across sessions and agent surfaces.
Release · 2026-09-30T05:28:43Z · By Threadnote
Threadnote 5.0.7 keeps scoped code-graph discovery responsive while background refreshes recover the latest requested work safely.
Release · 2026-09-29T19:24:03Z · By Threadnote
Threadnote 5.0.6 keeps code-graph discovery available during background refresh, with resilient scoped recovery that preserves the latest requested work after interruptions.
Release · 2026-09-29T13:30:41Z · By Threadnote
Threadnote 5.0.5 turns Manager into an actionable context workspace, with memory-first health reviews, full-detail dialogs, durable background citation repair, and optional exact-current source excerpts in Context Briefs.
Release · 2026-09-28T17:00:42Z · By Threadnote
Threadnote 5.0.4 keeps CLI and MCP graph analysis responsive while it reports exactly how fresh the selected evidence is, helping agents recover predictably when indexing is busy or storage is constrained.
Release · 2026-09-27T20:43:34Z · By Threadnote
Threadnote 5.0.3 gives agents a concise Context Brief answer with two evidence cards and safe recovery, cutting its model-visible payload benchmark by 30.6–53.8%.
Release · 2026-09-26T17:35:13Z · By Threadnote
Threadnote 5.0.2 makes graph-backed context more reliable under concurrent MCP use, large repositories, constrained disk space, legacy home permissions, and Windows filesystems, while adding optional BYOK Jev recall decisions.
Release · 2026-09-22T15:09:41Z · By Threadnote
Threadnote 5.0.1 keeps code-graph storage ready when scoped cleanup records are present, avoiding unnecessary reinitialization.
Release · 2026-09-22T13:05:24Z · By Threadnote
Threadnote 5 makes engineering context a trustworthy lifecycle: agents begin with a source-aware brief, work from current code, and leave reviewable lessons for the next task.