Show HN: WorkContext – Open-Source AI Context Layer for Dev Teams
WorkContext is an open-source AI productivity workspace designed to integrate documents, tasks, and team collaboration into a single context-aware environment. The platform features smart @-mentions, automatic action extraction, and transparent source attribution to enhance team efficiency and reduce tool overload. It offers real-time collaboration capabilities and is available for free to individuals and teams worldwide.
- ▪WorkContext is an open-source tool that connects docs, tasks, and team members in one intelligent workspace.
- ▪The platform includes features like smart @-mentions, action extraction, and workspace memory to automate workflow tasks.
- ▪Every AI-generated suggestion within the workspace provides source transparency, allowing users to trace information back to its origin.
- ▪Testimonials from users at companies like Stripe and Linear highlight significant time savings and improved context awareness.
- ▪The service is available for free without requiring a credit card and supports real-time editing and version control.
Hacker News (AI / LLM) files mainly under ai. We currently carry 6,679 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Workcontext |
| Canonical URL | https://www.workcontext.me/ |
| Publication time | Mon, 28 Sep 2026 09:47:10 +0000 |
| Retrieval time | 2026-09-28T09:51:07.410Z |
| Last seen | 2026-09-28T09:51:07.410Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | WNA6JxTe_zkX · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
WorkContextThe Context-Aware WorkspaceYour Workspace,Truly Understood.The open-source productivity workspace that connects your docs, tasks, and team. No more searching. No more organizing. Just productive flow.Start For FreeGitHubTrusted by productive teams worldwideNo credit card requiredScrollProduct PreviewSee WorkContext in ActionExperience the power of a workspace that understands your context.Why WorkContextBuilt to Save You Time and StressSay goodbye to tool overload. WorkContext brings your docs, tasks, and team together in one intelligent workspace.Focus on What MattersStop juggling multiple tools. Everything you need is in one place, so you can focus on what matters most — your ideas, your work, your team.Context You Can TrustEvery connection is transparent.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Workcontext.
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