2026-04-17

• #0003

  #0003OtherHacker News · Show HN AIlast month

  `Stage`, a PR review UI that turns large diffs into ordered chapters

  50radar

  StageCode review tool — splits large PRs into chapters

  AI sped up code generation, but PR review broke first. Stage reframes review as a guided reading flow with chaptering, summaries, and checklists, making oversized PRs more manageable right now.

  • —Instead of one giant diff, PRs are split into small logical chapters and ordered for reading, reducing the cost of building the mental model first.
  • —Each chapter includes what changed and what to double-check, so the tool targets reviewer comprehension rather than bug-hunting automation.
  • —GitHub login and workflow sync are built in: commenting, approvals, and existing team habits stay intact while the reading experience changes.
  • —Positioning is explicit: not a CodeRabbit-style review bot, but a human-in-the-loop layer for teams drowning in AI-generated code volume.

  Source: stagereview.app/Read original →
• #0002

  #0002Idea signalsHacker News · MCP Serverlast month

  `Kampala` turns app traffic into repeatable APIs via MITM replay

  50radar

  KampalaAutomation tool — turns MITM traffic into reusable APIs

  Browser agents are getting undercut by request-layer automation that replays real app traffic with existing sessions. If this holds up against anti-bot checks, plenty of “ops dashboard” SaaS can be replaced with thinner API wrappers.

  • —Targets web, mobile, and desktop flows by sitting in the middle and capturing request sequences instead of driving UI clicks.
  • —Pitch is deterministic automation in seconds using existing session tokens and anti-bot cookies, avoiding screenshot-based agents.
  • —Differentiation is not just interception but script/API generation: do a workflow once, then export or host the replayed action.
  • —Origin story matters: insurance, PMS, Slack apps, and Yardi billing entry all point to a broad backlog of ugly internal workflows.

  Source: www.zatanna.ai/kampalaRead original →
• #0001

  #0001Idea signalsHacker News · Show HN AIlast month

  `Kampala`: Turn existing app workflows into APIs via MITM proxy

  50radar

  KampalaAutomation tool — replays app workflows as MITM APIs

  Moves automation below the browser into the request layer, reusing live sessions and anti-bot cookies. Interesting for ugly backoffice flows; real value depends on pricing and export quality.

  • —Targets websites, mobile apps, and desktop apps, avoiding brittle browser automation for repeatable workflow capture.
  • —Claims it preserves TLS/HTTP2 fingerprints and reuses session tokens/cookies, which matters where strict anti-bot checks break normal bots.
  • —Offers two paths: prompt an agent to generate scripts/APIs, or record one manual run through MCP and replay/export it later.

  Source: www.zatanna.ai/kampalaRead original →