Show HN: How to build and self-host a code review agent
Tilde is a cloud‑first SDK that lets developers assemble AI agents from modular components such as tools, chat integrations, and memory stores. The author demonstrates its use by creating a self‑hosted code‑review bot that can be triggered from GitHub, run in a sandbox, and post review comments. The example is available on GitHub and can be deployed to Vercel with a simple configuration file.
- ▪Tilde provides composable components like MCP tool servers, ChatKit integrations for Slack and GitHub, and centralized memory management.
- ▪The code‑review agent is designed to be invoked via a GitHub PR tag, securely checkout code in a sandbox, analyze diffs, and comment inline and with a summary.
- ▪Deployment is streamlined through a tilde‑state.yaml file, allowing users to import settings, configure GitHub and Modal sandbox integrations, and launch the agent on Vercel.
- ▪All Tilde services are cloud‑based, centrally managed, and permissioned, with future support planned for additional frameworks and languages.
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Story provenance
Source · retrieval · rights · ranking — open for full record
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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 | Tilde |
| Canonical URL | https://www.trytilde.ai/blog/how-to-build-code-review-agent |
| Publication time | Fri, 31 Jul 2026 20:27:28 +0000 |
| Retrieval time | 2026-07-31T22:18:28.829Z |
| Last seen | 2026-07-31T22:18:28.829Z |
| 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 | OGWHe5oJwqpT · 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
Blog30 July 2026 / 3 min readHow to build a code review agentHow to build your own code review agent in under 5 minutesIn briefTilde is a harness SDK for building cloud deployed AI agents, extremely fast.Making a harness cloud-first & composable.Example: How to build a code review agent.Tilde is a harness SDK for building cloud deployed AI agents, extremely fast.I built Tilde for 2 reasons:that creating a single agent harness for all tasks both simple and highly complex would lead to sub-optimal outcomes.That harness's & AI agent libraries at the time didn't give me the developer experience, portability or composability that I wantedOver a year later into building this side project, point 1 is still true.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Tilde.