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Bamboo agent optimization

How to transform agents from empty to expert

Eliminating the agent black box with versioning, measurement, and continuous context optimization.

01

Upload

Upload an agent folder or clone a marketing template. Bamboo provisions a versioned workspace in minutes.

Try agent template
02

Measure

Audit context against three real sections — Inherited, Structural, and Job Spec. Coverage drives one score.

Score my agent
62

D+ 62 / 100

58104
Inherited
54
Structural
82
Job Spec
38

Attribution

Conversion windows and platform attribution aren't documented for Meta or Google. Without these, scans and pulls can't normalize across platforms.

Guardrails

Boundaries are vague — what the agent should never do isn't documented yet.

Mandate

No explicit mandate yet. What problems does this agent own, and which does it escalate?

Source of Truth

Acme uses Snowflake, but warehouse credentials aren't connected yet.

03

Optimize

Tap an opportunity, type back. Replies become PRs; health moves commit by commit.

Build my context

Attribution

1/18

Conversion windows and platform attribution aren't documented for Meta or Google. Without these, scans and pulls can't normalize across platforms.

Score over time · 5 versions

Current 88

75May 1May 8May 12May 16May 20
e4f5g6h+12

Added attribution rules

m0n1o2p+7

Defined agent mandate

6274788588
04

Automate

Bamboo continuously improves agent context, sourcing from where you work, so agents adapt to your changing business automatically.

Get started
Slack
Drive
Docs
System Context
Org
Brand
Agent
Database
Memory
Logs
Docs

The Result

New Analyst Expert Decision Maker

Routine triggeredCross-channel performance
Claude CoworkSonnet 4.6
Used Bamboo integration
add_connectorResult
pull_data
1,920 rowsResult
get_knowledgeResult

Weekly Cross-Channel Performance

Cross-channel spend was $48.2K (+3% WoW). Blended CPA is $14.20 under your $15 target.

Brand SEM — hold, learning phase
Monitor
Retargeting — increase +$300/day
Push
Prospecting — pause, reallocate
Push
save_knowledgelearning phase holdResult
save_scheduleCPA > $25 alertResult
Reply...Sonnet 4.6 ›

Same prompt. Different depth.

Prioritize source of truth data
Tailor to your brand
Learn from history
Remember every gotcha
Log every change
Claude + Bamboo MCP
Plan my next campaign based on last quarter's results
get_knowledgebrand KPIs, targetsResult

Target CPA is $15. Weekly budget $50K across Google + Meta.

queryQ1 cross-channel performanceResult

Retargeting crushed it — $8.40 CPA. Prospecting broad spiked to $34 after 3/15.

get_changeslast 30 daysResult

Audience expansion on 3/15 caused the CPA spike. Should revert.

search_knowledgepast campaign learningsResult

'Summer Vibes' tested poorly in Q3. Product-demo creative drove 3.4× ROAS.

Recommend +20% to Retargeting, revert Prospecting to original targeting, and lean into product-demo creative for Q2. Campaign names follow Brand_Objective_Audience.

Reply...
+
Opus 4.6 ›

Pricing

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