Maintaining voice agent integrations after API changes
Keep parameters, credentials and response interpretation aligned as external systems evolve.
- Author
- Tigy AI team
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- Updated
A voice agent’s connections to your business system need review when information, permissions or procedures change. These connections may use an API, a way for systems to exchange data. In Tigy AI, agree with the responsible team on the tools and instructions to update. A working connection does not guarantee that an outcome still means the same thing: a request received and a service completed are different states.
Record what the connection allows
Keep a simple record for each connection: what the agent can look up or change, which details it must ask the customer for, who owns the system and which response confirms completion. This helps operations understand the service and the technical team maintain its configuration.
Separate lookups from actions that create or change records. A change to order submission may not affect progress checks. Each task needs its own verification and owner.
Compare definition with destination
When your business system changes, ask its owner to check that the tool still receives the right details and returns the expected information. If confirmed now means only received, the agent’s explanation must change too.
If the connection uses an MCP server, an external service exposing tools to the agent, ask the integration team to update available actions and permissions. Appearing in the list does not prove that a tool works: test the task before offering it again.
Check access with the responsible team
Credentials are the keys authorizing a connection to a system. When they change, the owner should update Tigy’s configuration and verify that the agent retains only necessary permissions. Do not put key values in conversational instructions or support accounts.
Distinguish denied access from unavailable service. Replacing a key cannot repair an incorrect service address or an outage. Keep the error message and time so the team can identify the cause.
Repeat success, absence and error cases
Test a correct result, missing information, an invalid detail and a refused action using fictional records. When the task creates or changes information, inspect the system outcome and check for duplicates.
Record changes and check new conversations after relevant configuration publication. Maintained integrations have working evidence rather than merely remaining in the tool list.
Change contracts with a dependency list
Identify dependent agents and tests, updating tool definitions, credentials and instructions as needed. Shared changes can affect several services.
Test new formats, partial results and errors, including unexpected sensitive output. Removed fields must no longer be promised.
Validate new real-channel conversations. Restoring an agent cannot restore a retired external API version; recovery must account for that limit.
Inventory contracts, credentials, and owners
After publication, the connection depends on the service address, access authorization, submitted details and received responses. It also depends on the tool description and agent instructions. Record who owns each part. This prevents a change to the customer-management system from sending operations to revise only the conversation while the connection remains broken. The record should explain the purpose, permitted action and how to check its outcome.
Use one entry per task. Checking progress and creating a request may use the same system but have different risks. Record whether the task only retrieves information or also changes records. For changes, state where to check the outcome before repeating a submission with no confirmation. Agree on the procedure with its owners: a sentence in the instructions does not create duplicate-request protection.
List environments and credential references without copying secret values into inventories. A reference name and owner may suffice to locate authorized configuration. Separate development, testing, and live use under team procedure. Test-environment success does not establish equivalent published-agent configuration. Verify URLs, selected credentials, and attached tools while preserving external access boundaries.
Include staff telephone numbers and documents used for answers. A retired number prevents continuation even when the connection works. An old policy may produce incorrect guidance despite an accurate lookup. The record needs to represent the entire task so it shows which tests to repeat when something changes.
Assess changes by meaning as well as format
Format changes can visibly break requests. Meaning changes can leave requests working while producing misleading outcomes. Suppose a service previously returned confirmed after booking but now returns received for queued work. If the agent still announces completed booking, connectivity appears healthy while promises are wrong. Compare states and success conditions, not only field names.
Ask service owners for before-and-after returns. Inspect required, optional, and absent fields. Removed fields may be irrelevant or essential to confirming the correct location. Do not automatically remove checks to accommodate change. Identify purpose and explicitly revise contracts. If important conditions are no longer observable, tasks may need routing until sufficient confirmation returns.
Review the tool description when its behavior changes. If it now only receives requests, stop presenting it as completing the service. For each new detail, state what to ask and what to do if the caller cannot answer. A value automatically filled by the system must not be described as the customer’s choice. The technical team maintains the connection; operations checks that the conversation accurately explains the outcome.
Preserve cases using old conditions. Callers may still mention earlier identifiers or procedures. Agents should recognize them and apply approved alternatives without inventing compatibility. Document legacy support if it exists; otherwise maintain accurate guidance. Changes are ready when expected inputs and relevant exceptions produce explainable, verifiable outcomes. Include a case where a newer return omits a previously present optional detail, checking that the agent acknowledges unavailable information rather than filling it from memory. This reveals subtle regressions that a basic response-status check misses.
Maintain tests representing effects and exceptions
Test beyond ideal situations. For lookups, include a known order, a missing order, invalid details and unavailable service. For actions changing records, add refusal, confirmation and a lost reply after saving. Use fictional data in an authorized environment. For each test, state the expected answer and inspect the system when changes occur.
Avoid checks merely mirroring implementation. Field-presence checks may detect format without proving authorized record access. Meaningful cases inspect relevant business rules. For example, references belonging to another fictional customer should receive approved access handling. Broad credentials require external enforcement; models should not be the sole barrier.
After the technical team checks the connection, test a natural conversation. Correct a detail, make two requests and change your mind. Check that the agent sent the current values and explained the result correctly. Even a working connection can have a confusing description. After changing it, repeat the corrected case and a similar previously successful case.
Identify the capability and tested version for each example. After dependency changes, select affected cases instead of repeating everything without reason. Shared credentials or common contracts may justify broader coverage, following actual component relationships. The objective is sufficient correction evidence preserving effect and recovery rather than treating verification quantity as maintenance quality. Record unevaluable cases separately: an unavailable test service cannot establish either successful behavior or a confirmed regression. Resolving the environment condition before drawing conclusions prevents unnecessary prompt changes that compensate for problems outside the conversational layer.
Plan access changes without broadening permissions for convenience
Credentials may require replacement or changed permissions. Procedures should identify dependent tools and test necessary access. Rejection after changes does not justify unrestricted permission merely to make demonstrations work. Inspect scope, environment, and task authority. Restore intended capability while preserving external-system boundaries.
Use available credential configuration instead of spreading secrets through instructions, documents, or examples. Maintenance records can retain references and owners. Shared credentials require reviewing all affected capabilities. Lookup testing does not validate writes; one service test does not validate another with different access conditions.
Agree on recovery with owners. If new configuration fails, know authorized alternatives and containment for unavailable tasks. Agents should communicate service conditions without exposing authentication details. Preserve informational questions still supported by approved sources when scope permits. Containment needs real destinations and resumption conditions.
Before closing, verify published configuration and external effects using appropriate data. Saved credential changes may not match the configuration actually in use. Follow documented publishing and version steps in the environment. Retain evidence of permitted tasks and expected rejection for inappropriate tasks. Together these establish functioning within boundaries rather than merely showing that some request succeeded. Also check that diagnostic messages and review artifacts do not accidentally include credential values after troubleshooting. Effective access maintenance restores the service and leaves the team with usable references and verified permissions rather than additional copies of secrets scattered through incident notes.
Close maintenance with cause, change, and resumption conditions
Maintenance records can be short: observed failure, confirmed cause, changed component, and correction evidence. Add unresolved limits. Operations needs to know whether capability fully returned or some tasks remain routed. An unsupported fixed statement can make another team remove containment before recovery is ready.
Review resumed operation according to impact. Observe affected tasks, external returns, and human continuity where relevant. Do not repeat broad checks indefinitely once relevant validation passes; expand if new failures appear or shared contracts are implicated. Maintenance should produce supported decisions rather than endless disconnected verification.
Assign ownership and triggers for the next review. Changed services, credentials, policies, or destinations may require validation even without incidents. This keeps integrations explainable over time and allows expansion without informal memories of initial pilot configuration. Keep retired contracts and historical examples outside active agent sources so documentation of the past does not accidentally become current guidance. Where teams retain incident records, make them clearly distinguish previous behavior from the corrected contract. A new maintainer should be able to understand what is currently supported without reconstructing the entire chronology of troubleshooting messages.
