For engineers

Stop being the org’s lookup table.

Praana reads the Slack threads, PRs, RFCs, and incidents you connect. Ask in your IDE, in your terminal, in the channel — get the answer with the receipts. Your coding agents read the same memory over MCP, before they generate a line.

Less archaeology, every week

MCP native context for coding agents

01 The work you hated

The status update, drafted while you slept.

Status updates, OOO catch-up, weekly roll-ups — Praana drafts them with sources, in your Slack, before the meeting. You edit, you don’t author from scratch. Or schedule the recurring ones once the format feels right.

Hours

less archaeology each week

Slack

Direct message · Praana

You

@praana draft my Friday status

Praana

Draft ready. Sources stitched from your week. Ready for review:

Friday update · week of Apr 22

Shipped

PR #847 Stripe Billing integration — merged Tuesday
INC-1129 Webhook delivery fix — same-day resolution

In progress

RFC-039 Caldera retry semantics — review with Sasank Mon

Blocked

Design review on flow X — waiting 5d on Rohan

From PRs · Slack threads · Linear tickets · 18 events

Auto-send every Friday at 4pm? Or only when you’re OOO Monday?

02 Pull-request review

Praana flags drift before review.

When a PR contradicts a prior architectural decision, Praana comments on the diff with the receipt — the ADR, the incident, the customer asks. The ‘we already decided this’ loop, gone — before a human reviewer wastes a cycle.

Inline

context while review is still cheap

PR #921 refactor: inline webhook-gateway calls

REVIEW

3 files changed · +147 −18 · opened 4 minutes ago

praana bot 2 minutes ago

Drift detected — contradicts ADR-017

webhook-gateway was replaced with Caldera in Apr 2026 (ADR-017). Inlining the gateway calls re-introduces the issue Caldera fixed (INC-1129).

Suggested change

- caldera.dispatch(payload) + caldera_client.send(payload) # from PR #1102

Sources: ADR-017 · INC-1129 · PR #1102 · 4 customer asks tied to billing reliability

03 In-line context

The decision, surfaced where you write the code.

Hover over a function. Praana surfaces the prior decision, the linked incident, the customer asks — in your IDE. No tab-switching, no Slack archaeology. The context comes to the code.

tab-switches needed

praana-billing handler.py · Cursor Ln 47

handler.py billing_test.py Praana MCP connected

45def handle_billing_event(payload):46    # dispatch to caldera47    caldera.dispatch(payload)48    log.info("dispatched")49    return True

caldera.dispatch PRAANA

From ADR-017 (Apr 14, 2026) — replaced webhook-gateway after INC-1129.

4 customer asks · billing reliability 14 sources

04 Agents that remember

Your coding agents, with your team’s memory.

Cursor, Claude, Copilot, Devin — over MCP, they read your team’s prior decisions, incidents, and customer asks before generating. No more rewriting decisions you already settled. Sources cited, reasoning auditable, ship with confidence.

MCP

native — drop-in install

cursor — agent + praana mcp MCP

You Refactor the billing service to remove webhook-gateway.

praana.mcp — read_org_history

Calling MCP server ADR-017 · INC-1129 · PR #1102 · 1.7s

Agent

Stop. ADR-017 (Apr 2026) replaced webhook-gateway with Caldera. INC-1129 confirmed Caldera handles the SOC 2 retry policy correctly. Removing webhook-gateway is right — but the inlining you’d do next would re-introduce the issue Caldera fixed.

Suggested approach: import caldera-client from PR #1102; drop the gateway calls; keep retry semantics intact.

Sources: ADR-017 · INC-1129 · PR #1102 · 4 customer asks tied to billing reliability

You Perfect. Ship it.

COMING SOON

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