reading requirements

AI Test Management Software

AI that understands your product before it writes your tests.

Everything behind this text is your project: requirements, documentation, defects, and the suite you already wrote. The Tesbo Context Engine reads all of it before it drafts a single case. Create a free account and point it at your own project in about two minutes.

Free plan, no credit cardWorkspace ready in two minutesYour context stays yours
What the engine has read

Six sources, indexed and kept current. A generated case can only cite what the engine has actually read — so the index is the product, and generation is the last step.

Nothing is generated from a prompt alone

Every draft is retrieved against your indexed project first.

The index updates as you work

New requirements, docs and defects are read as they change.

Project indexIndexing now
PAY-2291reading requirements
KB §3.2reading documentation
4,112reading existing cases
BUG-1187reading defect history
RULE-14reading business rules
REVIEWreading QA conventions
6 of 6 sources indexed

Trusted by QA and engineering teams at

FlipkartUpworkMarriott BonvoyGodrejKotak MahindraColgate-PalmoliveExact SciencesInnovaccerPentairNevvonSaleshandyKuku FMTorridAugmontMiddlewarePlaylist Software SolutionsLinearloopMamaearthHogy MedicalFastCurve ServicesAithentBetterBugs
01 · Why generic AI failed your team

Your team already tried ChatGPT. That is exactly why they stopped.

The model was never the problem. It answered confidently, in seconds, with a case that could have been written about any product on earth — because it had never read yours.

Generic assistant
generic-assistant
Write test cases for the refund flow
Test case: Refund flow1. Go to the order and click Refund.
2. Enter a refund amount.
3. Submit and confirm the refund is processed.
Expected: the refund completes successfully.
Never saw ticket PAY-2291
Ignores 4,112 cases
Never heard of BUG-1187
Missed card-before-wallet rule
Tesbo, grounded in your project
PAY-TC-118◆ CONTEXT-GENERATED
Partial refund on a split-tender order settles to the original card before the wallet
PREOrder #SPLIT-3 is a split-tender order (card + wallet) eligible for a partial refund.PAY-2291
02Confirm the refund settles to the card leg first, per the card-before-wallet rule.RULE-14 · KB §3.2
EXPThe settlement order matches the payments suite convention: card leg first, wallet leg for the remainder.BUG-1187
Read ticket PAY-2291
Matched depth of 4,112 cases
Cited defect BUG-1187
Applied card-before-wallet rule

A model can only be as specific as what it has read. Prompting harder does not add knowledge it never had.

02 · Tesbo Context Engine

Before it writes a single test, it reads everything you already know.

Six sources, indexed and kept current. Generation is the last step.

01

Requirements

Jira and Linear stories, with acceptance criteria

02

Existing test cases

How your team already writes: depth and naming

03

Product documentation

Knowledge Base docs, versioned and indexed

04

Business rules

Product logic that lives in no ticket

05

Historical defects

Every bug filed, and what should have caught it

06

Accumulated QA knowledge

Conventions and review decisions your team made

Step 1Context Engine
Step 2Retrieval
Step 3Grounding
Step 4Draft
03 · The output

Every case arrives with its reasons attached.

No black box, and nothing to take on faith. Each generated case cites the requirement it came from, the document that set the rule, and the defect that made it worth testing. Review becomes a thirty-second read instead of a rewrite.

Traceable by construction

The link to the requirement is not a field somebody remembered to fill in. It is where the case came from.

Review-ready, not draft-shaped

Preconditions, data, steps and expected results in the format your suite already uses.

A human still signs off

Nothing enters the repository unreviewed. The engine drafts; your engineer decides.

PAY-TC-118In review
P1Payments / Refunds◆ CONTEXT-GENERATED

Partial refund on a split-tender order settles to the original card before the wallet

PREOrder #SPLIT-3 is a split-tender order (card + wallet) eligible for a partial refund.PAY-2291
01Request a partial refund for less than the full order total.PAY-2291
02Confirm the refund settles to the card leg first, per the card-before-wallet rule.RULE-14
03Confirm the remaining balance settles to the wallet leg, matching the original split.KB §3.2
EXPThe refund completes, and the settlement order matches the payments suite convention: card leg first, wallet leg for the remainder.4,112 cases

Priority set to P1 — this area has produced 3 production defects in 6 months

Context used
PAY-2291Partial refunds on split-tender orders
KB §3.2Refund policy v4 — settlement order
BUG-1187Rounding sent the remainder to the wallet
4,112 casesPayments suite conventions and depth

This is what your project looks like, grounded.

Create a free account and see it read your project. No credit card required.

Create your free account
04 · Try it here

Switch the context off and watch the case fall apart.

This is the case from the section above. Every source on the left is a real input the engine reads. Turn one off and the part of the case it was holding up disappears with it.

Sources4 of 6 on
PAY-TC-118◆ GROUNDED RIGHT NOW
Partial refund on a split-tender order settles to the original card before the wallet
PREOrder #SPLIT-3 paid 60% card / 40% wallet, settled more than 24 hours agoPAY-2291
01Issue a partial refund of 45% of the order total from the admin consolePAY-2291
02Confirm the card leg absorbs the full 45% and the wallet leg is untouchedRULE-14
03Verify the remainder cent rounds to the card leg, not the walletlost with Historical defects
EXPRefund posts to the card within one settlement cycle; wallet balance unchanged4,112 cases
Every line traces to a source. This is what lands in your reviewer's queue.
05 · It compounds

The longer your team uses it, the less they edit.

Every approval, edit and rejection goes back into the index. Corrections become conventions. The engine learns where your bar sits, and the drafts move toward it. This is the part a chat window can never do: it forgets you the moment you close the tab.

01 · CONTEXT IN

Index

Requirements, docs, cases and defects are read and vector-indexed as they change.

02 · DRAFTED BY AGENT

Draft

Cases are generated against retrieved context, with every source cited.

03 · HUMAN DECIDES

Review

Your engineer approves, edits or rejects. Nothing lands without a decision.

04 · CONTEXT REFINED

Absorb

The decision becomes context. The next batch starts from a higher bar.

Step 4 feeds step 1. The context your team builds stays with the project, not with whoever wrote the prompt.312 APPROVALS ABSORBED THIS CYCLE

06 · The platform

Nine features. One job: keep the context true.

Tesbo is a complete test management platform, not just a Test Case Management Tool. Every part of it exists to get knowledge into the engine, keep it current, or prove what came out.

Context in

Knowledge Base + RAG

Hierarchical docs and files, versioned and vector-indexed. This is where your product truth lives, and the first thing the engine reads.

Context in

Requirement import

Pull stories and acceptance criteria from Jira and Linear. Context arrives with the ticket instead of being re-typed into a prompt.

Context in

Test case repository

Nested suites, priorities and rich steps. Your existing cases are not just records, they are the style guide the engine writes against.

Context in

Bug & defect tracking

Bugs filed from failed runs, linked to the case that caught them. Every failure becomes an input to the next generation.

Context refined

Human review queue

Approve, edit or reject in one place. Each decision teaches the engine your bar and nothing reaches the repository unreviewed.

Context proven

Requirements traceability

Because cases are generated from requirements, the matrix fills itself. Coverage rolls up across every run without anyone maintaining links.

Context measured

Runs, plans & reports

Pass rates, flaky-test detection and risk hotspots. Results tell the engine which context mattered and which areas keep breaking.

Context shared

Tesbo MCP server

Point Claude, Cursor or your own agent at Tesbo and they inherit the same project context, under the same human-approval rules.

Context accountable

Audit logs

Every action by agent or human, logged in full. When an auditor asks why a case exists, the answer is one click away.

07 · If you run the QA function

What you are buying is not generation. It is a project that knows itself.

Test volume is the easy part. What a QA lead actually needs is coverage they can defend, output the team does not silently discard, and a release call backed by evidence.

Proven

Coverage you can put in front of a stakeholder

Requirement-to-case traceability is a by-product of how cases are generated, not a spreadsheet somebody maintains on Fridays.

Kept

Drafts your engineers approve instead of rewrite

Adoption fails when the output is generic. Grounded cases arrive in your format, at your depth, and survive review.

Owned

Knowledge that stays when people leave

The context lives with the project. When an engineer moves on, what they knew about the product does not leave with them.

Also available

Cannot use the cloud? Run Tesbo on your own servers.

Most teams start with a free cloud account and never think about servers again. If your policy says the data has to stay inside your own network, Tesbo also runs anywhere Docker runs, on your own Postgres — and you can move either way later without losing your work.

deploy tesbo — github.com/QAbleHQ/Tesbo-Test-Manager
# Only if you need it. Up in minutes.
git clone QAbleHQ/Tesbo-Test-Manager
cd Tesbo-Test-Manager && docker compose up -d
✓ Tesbo running at localhost:3000
✓ Postgres and vector index included
✓ Same product as the cloud plan
FAQ

Questions, answered.

Yes. Create an account and the Launch plan is free forever — not a trial, no credit card, and it never expires. Upgrade to Pro only when your team outgrows it.

Stop prompting a model that has never seen your product.

Create a free account, connect a project, and read the first batch of cases the Context Engine drafts from your own requirements. Free forever on Launch, no credit card, no sales call.