Build a football-data agent that turns transfer-market noise into scout-ready alerts
A constrained pipeline turns raw transfer updates into scout-ready alerts: allowlist sources, dedupe events, and sign off before publishing.
Playbooks
Build a Read-Only Binance Inflow Monitor That Flags Risk and Never Executes
Build a read-only Binance inflow monitor with sandboxed inference, a risk-flag schema, a kill switch, and an audit log.
Production Agent Gate: Six Controls That Turn a Weekend Build Into an Auditable Operation
An agent is production-ready only when its permissions, spend, approvals, logs, rollback, and incident response are explicit and enforceable.
Sell AI agents without losing a billion: a unit-economics checklist
A vendor's loss stack shows why autonomy claims fail when projects, churn, and slow cash dominate.
Make Agent Goal Loops Ship: Gates, Retries, and Audit Trails
A production agent goal loop ships when success is a testable contract, not a model claim: define gates, retries, and audit trails before the run.
Advertisement
Contain Agent Swarms: A Five-Control Checklist
Agent swarms fail when identity, egress, and blast radius are missing, so operators need a minimum control set for tool-enabled agents.
Keep AI Marketing Agents From Citing Competitor Pricing as Yours: A Retrieval-Citation-Approval Control
Generation quality is not the risk. The risk is an agent pulling a competitor price, calling it yours, and shipping it before a human sees the source.
Map the 37 Claude sales skills to your sales stage, then stop custom-building what Salesforce can govern
Treat the new prebuilt sales skills as a stage-based execution layer, and build custom only when the CRM cannot enforce the action.
Turn 2,000 Agent PRs Into a Shippable Fork With 5 Gates
High agent PR volume is manageable when a fork has a hard compatibility suite, a divergence ledger, and explicit human review gates.
Build agent auth that survives incidents: scoped identities, short-lived tokens, and revocable delegation
Treat agents as non-human principals: issue scoped, short-lived credentials, record delegation chains, and revoke by identity before expiry.
Build a Repeatable ChatGPT Delegation Manual From the Codex Tool Reference
Start with 232 tools and 44 skills: check tool exposure, encode the skill, and verify output against the criteria you set.
Turn 37 Prebuilt Sales Skills Into an Auditable CRM Playbook
Treat the 37 prebuilt sales skills as a pattern library, then audit each one for stage, owner, trigger, data, rule, and KPI.
Build an agent harness that survives production: task, tool, memory, and eval controls
Control task framing, tool contracts, memory hygiene, and evals before release; the harness is the production control surface.
Secure AI Agents in Production: Replace Human Logins with Scoped, Revocable Agent Identities
Production AI workers need their own identities, task-scoped tokens, and revocable audit trails instead of borrowed human logins.
Audit, Scope, Verify, Hand Off: A Working Checklist for ChatGPT Work Tools and Skills
A five-step session checklist for work tools and skills: inventory, classify, scope, verify, hand off.
Ship a production agent by checking the harness: context, tools, memory, evals, traces, escalation
Before launch, verify context, tool contracts, permissions, memory, evals, traces, and escalation; after launch, review traces and update the failing control.
Build a Skyways Air Services Price-Alert Agent That Verifies Sources and Filters Non-Price Data
A Skyways Air Services price-alert agent should fetch the NSE quote, verify it against a second feed, and alert only when the verified price crosses an operator-set threshold.