At Movate (formerly CSS Corp), a Software Engineer plays a pivotal role in driving digital transformation, managing enterprise infrastructure, and delivering high-quality customer experience (CX) technologies. The company specializes in cloud, digital, and product engineering services, meaning that engineers here do not work in a vacuum. Instead, you will be responsible for developing, optimizing, and supporting complex systems that keep global enterprise clients—including major telecommunications giants like Nokia—running seamlessly. This position is highly dynamic and bridges the gap between traditional software development, systems engineering, and network architecture. Your work directly impacts the operational efficiency of enterprise networks, cloud deployments, and application performance. Whether you are writing automation scripts, optimizing databases, or troubleshooting intricate packet flows across global networks, your contributions ensure high availability and robust security for Movate's diverse client portfolio. Candidates entering this role can expect a steep and rewarding learning curve. You will gain hands-on exposure to cutting-edge technologies, including cloud platforms like AWS, advanced routing and switching protocols, and enterprise-grade troubleshooting tools.
Communication Screening
reportedInitial phase that primarily tests language skills and serves as a major elimination round.
What to demonstrate
- Initial phase that primarily tests language skills and serves as a major elimination round
- Depth in Communication Skills
How to prepare
- Answer aloud and timed: Explain the step-by-step process of data encapsulation and decapsulation within the OSI model.
- Answer aloud and timed: Describe the DHCP DORA process. What happens at each stage, and how do routers handle DHCP relay?
Technical Assessments
reportedEvaluations that test core domain knowledge relevant to the Software Engineer role.
What to demonstrate
- Evaluations that test core domain knowledge relevant to the Software Engineer role
- Depth in Communication Skills
How to prepare
- Answer aloud and timed: Explain how ARP works. What is the difference between a standard ARP, Proxy ARP, and Gratuitous ARP?
- Answer aloud and timed: How does a router use a routing table to make packet-forwarding decisions?
Managerial Discussion
reportedDiscussion with managerial staff to assess fit within the team and company culture.
What to demonstrate
- Discussion with managerial staff to assess fit within the team and company culture
- Depth in Communication Skills
How to prepare
- Answer aloud and timed: What are the differences between TCP and UDP? Give real-world application examples for both.
- Answer aloud and timed: How would you use Linux commands like
grep,chmod,systemctl, andjournalctlto troubleshoot a failing service?
HR Discussion
reportedFinal conversation with HR to discuss terms, expectations, and any remaining questions.
What to demonstrate
- Final conversation with HR to discuss terms, expectations, and any remaining questions
- Depth in Communication Skills
How to prepare
- Answer aloud and timed: Write a SQL query to find the second-highest salary from an employee table using a subquery.
- Answer aloud and timed: Explain the difference between Static NAT, Dynamic NAT, and Port Address Translation (PAT).
PracHub editorial advice for the preparation topics above.
Master the Basics
Do not stress over highly complex system designs. Instead, ensure you can explain fundamental concepts like the DHCP DORA process, ARP, and basic Linux commands flawlessly.
Practice Your Delivery
Conduct mock JAM (Just A Minute) sessions. Practice speaking on random topics for two minutes without pausing, using filler words, or making grammatical errors.
Be Transparent
If you do not know the answer to a technical question, state it honestly. Interviewers appreciate candidates who say, "I am not fully sure of the exact protocol detail, but based on my understanding, I would approach it this way..." rather than blabbering incorrect information.
Ensure you are fully comfortable with working rotational night shifts before attending the interview
Showing any hesitation regarding shift timings or location flexibility is a frequent cause for immediate rejection during the HR round.
Choose a category, try a prompt, then open its approach, worked solution or follow-up when you need it.
Canonicalise a request body into a stable idempotency fingerprint
idempotency_key.request_fingerprint is a SHA-256 over the method, path and canonicalised body, and a retry whose fingerprint differs must be rejected with 422 rather than served the stored response. Write the canonicaliser. Bodies are JSON up to 256 KB nested at most 32 levels; clients vary key order, whitespace and unicode escaping, and some send 64-bit ids as JSON numbers. Produce a deterministic byte string such that semantically identical bodies match and any semantic difference does not. State your complexity and name two normalisations you refuse to perform.
Approach
- Parse once into a tree, then re-serialise under fixed rules: object keys sorted, array order preserved, one escaping convention, no insignificant whitespace. Parsing is O(n) and sorting keys is O(k log k) per object, so O(n log n) overall with O(depth) stack, and the 32-level cap is enforced during parsing because hostile nesting is how a canonicaliser becomes a stack overflow.
- Sort keys by their UTF-8 bytes and say why the obvious implementation is wrong in some runtimes: a default string comparison that orders by UTF-16 code units places surrogate pairs, meaning code points from U+10000 up, below U+E000 to U+FFFF, which is not UTF-8 byte order, so two services written in different languages disagree on the same document.
- Do not re-encode numbers through a double. IEEE-754 binary64 represents integers exactly only up to 2^53, so normalising a 19-digit id through a float changes it, and 1 against 1.0 cannot be reconciled without deciding whether they are the same value. Preserve the literal token, and require ids as strings at the API boundary if you want them comparable.
- Reject duplicate keys rather than picking one. JSON permits them and parsers disagree, most keeping the last, so any choice you make ties the fingerprint to a parser detail that the code handling the request does not necessarily share.
Follow-up
- A client sends the same logical request with an extra field your API ignores. Same key, different fingerprint, so you return 422. Is that the right answer?
- Where does the fingerprint get computed relative to request decompression and the body-size limit?
Identify the heaviest tenants in a five-minute window under memory pressure
The edge service handles about 3,000 requests per second across roughly 50,000 tenants, peaking near 9,000. Expose the 50 heaviest tenants by request count over the trailing five minutes so limits can be tightened before one tenant's backfill starves the fleet. You may not retain five minutes of raw records. Give the exact solution and its memory, then the bounded-memory approximation with its error stated as a formula, and say which you would ship and at what tenant cardinality that choice changes.
Approach
- Do the exact version first, because it is affordable at this cardinality: a ring of 300 one-second counters per tenant, advanced lazily, is 1,200 bytes of counters per tenant and roughly 60 to 90 MB for 50,000 tenants with overhead. Carry a running total and subtract the bucket you overwrite so a window read is O(1) rather than 300 adds.
- Extract the top 50 with a size-k min-heap over the tenant sums: O(d log k) for d tenants, against O(d log d) to sort them all. Maintaining the heap continuously instead of on query requires a tenant-to-heap-index map, because incrementing a count already inside the heap means sifting from a known position, and without that map you rebuild the heap on every request.
- State the approximation precisely rather than gesturing at sketches. Misra-Gries with m counters retains every item whose true count exceeds N/(m+1), and each retained count underestimates the truth by at most N/(m+1). With m = 1,000 and N = 900,000 requests in the window the error is roughly 900 requests, which is fine for spotting a tenant sending 50,000 and useless for ranking two tenants 200 apart.
- Say what breaks when the window slides: Misra-Gries and Space-Saving are insert-only and cannot be decremented as records age out. The workable construction is one summary per sub-window, say ten seconds, with 30 summaries merged at query time, and the merged error is the sum of the per-summary errors, so the bound degrades linearly in the number of sub-windows.
Follow-up
- The heaviest tenant is heavy because of one export job rather than user traffic. Should the limiter treat those as the same tenant?
- Two tenants sit tied at the boundary of the top 50. Does your answer flap, and does the flapping matter?
Track a rolling failure rate per destination for circuit decisions
The egress service delivers about 1,500 webhooks per second across roughly 40,000 destinations, each call bounded by a 10 second timeout. Maintain, per destination, the failure rate over the trailing 60 seconds so a caller can ask before dispatch whether the circuit should open. Attempts arrive as (destination_id, finished_at_ms, outcome). Requirement: amortised O(1) per attempt, with total memory bounded by the destination count rather than by traffic. Give the structure, its exact memory, and the rule that stops a destination with three attempts from opening a circuit.
Approach
- Name the exact-deque version and then reject it as the default. Holding timestamps and advancing a tail pointer past anything older than now minus 60 seconds is a correct two-pointer window at amortised O(1) per attempt, but its memory tracks in-window traffic, so one destination in a retry storm holds hundreds of thousands of entries while thousands of quiet destinations hold none.
- Use a ring of 60 one-second buckets per destination, each bucket a pair of counters for attempts and failures. On an attempt, advance the ring by the elapsed whole seconds, zeroing at most min(elapsed, 60) buckets, then increment the head. That is amortised O(1) with a fixed footprint per destination.
- State the footprint: 60 buckets times two 4-byte counters is 480 bytes of payload per destination, so 40,000 destinations is roughly 20 to 25 MB with per-entry overhead, bounded by the catalogue rather than by the rate. The cost is granularity, since the oldest bucket ages out in whole seconds, which is far tighter than the decision needs.
- Require a minimum sample before the circuit may open. A destination with three attempts and three failures reads as 100 percent and is not evidence; a floor of roughly 20 attempts in the window makes the ratio meaningful, and below that floor use a run of consecutive failures as the trigger instead.
Follow-up
- The fleet is 30 instances and each sees roughly a thirtieth of a destination's traffic. Where does the rate actually live, and what does a per-instance answer get wrong?
- A destination answers in 9.5 seconds and succeeds. It is not failing but it is consuming your per-destination concurrency. What signal should open the circuit here?
Write a SQL query to find the second-highest salary from an employee table using a subquery.
Write a SQL query to find the second-highest salary from an employee table using a subquery.
Approach
- Name the grain you start from and join outward from it.
- Check whether any join is one-to-many before aggregating, or the sums inflate.
- Say which index the query would use, and what makes it unusable.
- Handle the rows that do not match: that is usually the actual question.
Follow-up
- How does the query change if that join becomes one-to-many?
- What happens to this when the table is ten times larger?
Replace offset paging on the resource feed with keyset
resource holds resource_id, tenant_id, owner_user_id, title, body_ref, version, status ('draft','active','archived','deleted'), created_at, updated_at, deleted_at, with an index on (tenant_id, status, updated_at DESC, resource_id DESC). The listing endpoint returns active resources for one tenant, newest update first, 50 per page, today with LIMIT 50 OFFSET n. Tenants reach page 400 and rows are created while they read. Write the keyset query, define what the cursor carries and how it is encoded, and say which part of the index each predicate uses. Assume PostgreSQL 16.
Approach
- Name the two failures separately. OFFSET 20000 makes the server produce and discard 20,000 rows, so page cost grows with depth rather than with page size. Independently, any write that changes how many rows sort above the offset moves the window between two fetches, and the direction decides which anomaly you get: an insert lands at the head of updated_at DESC and pushes already-returned rows down past the boundary, so they are returned a second time; a delete above the offset, or a row whose updated_at is bumped above the cursor, pulls rows up and one is never returned at all. Nothing in the response reveals either.
- Write the seek: WHERE tenant_id = $1 AND status = 'active' AND (updated_at, resource_id) < ($2, $3) ORDER BY updated_at DESC, resource_id DESC LIMIT 50. The row-value comparison is one index range rather than a disjunction, and both columns are NOT NULL, which is what makes that comparison well defined.
- Map each predicate onto the index: tenant_id and status are equality on the leading columns, (updated_at, resource_id) is the range, and the ORDER BY matches the index order so no Sort node appears and the scan stops after 50 rows. The DESC in the definition only matters for mixed directions — a plain ascending btree on the same columns is read backwards for this query.
- Put both sort columns in the cursor and nothing the client can tamper with into another tenant: base64 of (updated_at, resource_id), validated server-side, with tenant_id taken from the principal.
Follow-up
- The client asks for 'jump to page 400'. What do you offer instead, and what does the honest version cost?
- Sort order becomes user-selectable across four columns. How many indexes is that, and which would you refuse to add?
Explain the step-by-step process of data encapsulation and decapsulation within the OSI model.
Explain the step-by-step process of data encapsulation and decapsulation within the OSI model.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Describe the DHCP DORA process. What happens at each stage, and how do routers handle DHCP relay?
Describe the DHCP DORA process. What happens at each stage, and how do routers handle DHCP relay?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Explain how ARP works. What is the difference between a standard ARP, Proxy ARP, and Gratuitous ARP?
Explain how ARP works. What is the difference between a standard ARP, Proxy ARP, and Gratuitous ARP?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
How does a router use a routing table to make packet-forwarding decisions?
How does a router use a routing table to make packet-forwarding decisions?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
What are the differences between TCP and UDP? Give real-world application examples for both.
What are the differences between TCP and UDP? Give real-world application examples for both.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Explain the difference between Static NAT, Dynamic NAT, and Port Address Translation (PAT).
Explain the difference between Static NAT, Dynamic NAT, and Port Address Translation (PAT).
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
What is an AWS NAT Gateway, and how does it secure instances residing in a private subnet?
What is an AWS NAT Gateway, and how does it secure instances residing in a private subnet?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
How do you perform a log analysis using commands like `tail` and `grep` to isolate a high-priority system erro
How do you perform a log analysis using commands like tail and grep to isolate a high-priority system error?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Write a Python or Java function to generate a Fibonacci sequence up to a given number.
Write a Python or Java function to generate a Fibonacci sequence up to a given number.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
How do you implement a simple REST API application using Java Spring Boot?
How do you implement a simple REST API application using Java Spring Boot?
Approach
- Say who the caller is and what they do when the call fails halfway.
- Define the identity of a request so a retry cannot double-apply it.
- Separate accepted, pending, failed and confirmed; they are different facts.
- Design the error taxonomy before the success shape; callers branch on it.
Follow-up
- What happens if the caller retries after a timeout?
- How does a client discover it is on an old version of this contract?
Explain how you would use variables, loops, and conditional statements in a Shell script to automate a daily s
Explain how you would use variables, loops, and conditional statements in a Shell script to automate a daily system health check.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
Write a script or program to print a star pyramid pattern based on user input.
Write a script or program to print a star pyramid pattern based on user input.
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
How do you write a basic HTML, CSS, and JavaScript script to handle user interactions on a frontend page?
How do you write a basic HTML, CSS, and JavaScript script to handle user interactions on a frontend page?
Approach
- Clarify what is being asked and what a complete answer contains.
- State your assumptions explicitly before working the problem.
- Say what you would check first and why it is the highest-information step.
- Work from the requirement backwards to the design.
Follow-up
- What assumption would you test first?
- How would you know your answer was wrong?
How would you use Linux commands like `grep`, `chmod`, `systemctl`, and `journalctl` to troubleshoot a failing
How would you use Linux commands like grep, chmod, systemctl, and journalctl to troubleshoot a failing service?
Approach
- Establish what changed and when, before forming any theory.
- Pick a bisection that eliminates candidates whichever way it turns out.
- Check the instrumentation before believing the symptom.
- Separate the trigger from the cause; the deploy is rarely the bug.
Follow-up
- What would you look at first, and what would it rule out?
- How would you tell a cause from a coincidence here?
If a client is unable to access a critical web application, what step-by-step troubleshooting methodology woul
If a client is unable to access a critical web application, what step-by-step troubleshooting methodology would you follow?
Approach
- Establish what changed and when, before forming any theory.
- Pick a bisection that eliminates candidates whichever way it turns out.
- Check the instrumentation before believing the symptom.
- Separate the trigger from the cause; the deploy is rarely the bug.
Follow-up
- What would you look at first, and what would it rule out?
- How would you tell a cause from a coincidence here?
Built from the rounds and topics Movate candidates report.
Prepare, practise & reflect
One practical outcome each day. Spend longer where you need it.
0 / 7 done01Map the Movate loop
- Write out the reported sequence: Communication Screening, Technical Assessments, Managerial Discussion, HR Discussion.
- For each round, write one sentence on what it is judging, from the description above, and mark the one you are least ready for.
Deliverable: A one-page map of the 4 reported rounds, with the weakest marked.
02Work Communication Skills
- Spend the session on Communication Skills, which Movate candidates report being tested on.
- Write one worked example in Communication Skills and time yourself on it.
Deliverable: One timed worked example in Communication Skills.
03Work English Proficiency (Grammar & Tense)
- Spend the session on English Proficiency (Grammar & Tense), which Movate candidates report being tested on.
- Write one worked example in English Proficiency (Grammar & Tense) and time yourself on it.
Deliverable: One timed worked example in English Proficiency (Grammar & Tense).
04Work Networking Fundamentals (General)
- Spend the session on Networking Fundamentals (General), which Movate candidates report being tested on.
- Write one worked example in Networking Fundamentals (General) and time yourself on it.
Deliverable: One timed worked example in Networking Fundamentals (General).
05Answer out loud: Core Networking & Protocols
- Answer aloud, timed: Explain the step-by-step process of data encapsulation and decapsulation within the OSI model.
- Answer aloud, timed: Describe the DHCP DORA process. What happens at each stage, and how do routers handle DHCP relay?
Deliverable: Spoken answers to 2 reported Core Networking & Protocols question(s), under time.
06Answer out loud: Systems, Cloud & Databases
- Answer aloud, timed: How would you use Linux commands like `grep`, `chmod`, `systemctl`, and `journalctl` to troubleshoot a failing service?
- Answer aloud, timed: Write a SQL query to find the second-highest salary from an employee table using a subquery.
Deliverable: Spoken answers to 2 reported Systems, Cloud & Databases question(s), under time.
07Answer out loud: Programming & Automation
- Answer aloud, timed: Write a Python or Java function to generate a Fibonacci sequence up to a given number.
- Answer aloud, timed: How do you implement a simple REST API application using Java Spring Boot?
Deliverable: Spoken answers to 2 reported Programming & Automation question(s), under time.
Expand any day for tasks and deliverables. Your progress is saved on this device.
Behavioural rounds judge the decision you made and what it cost.
Tell me about yourself, focusing on your technical achievements and projects outside of your resume.
Tell me about yourself, focusing on your technical achievements and projects outside of your resume.
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
Describe a time when you had to troubleshoot a technical issue with very little initial information. What was
Describe a time when you had to troubleshoot a technical issue with very little initial information. What was your approach?
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
How do you handle working in a 24/7 rotational night shift environment?
How do you handle working in a 24/7 rotational night shift environment?
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
Why do you want to join Movate, and how do you handle structured training programs with strict performance ben
Why do you want to join Movate, and how do you handle structured training programs with strict performance benchmarks?
Approach
- Pick a story where you made the decision, not one where you watched it.
- State the situation in two sentences and spend the rest on the reasoning.
- Give the blast radius: what could have broken, and what you measured.
- Name the disagreement and how you resolved it with evidence.
Follow-up
- What would you do differently if you ran that again?
- How did you know your change caused the improvement?
- 01
Tell me about yourself, focusing on your technical achievements and projects outside of your resume.
- 02
Describe a time when you had to troubleshoot a technical issue with very little initial information. What was your approach?
- 03
How do you handle working in a 24/7 rotational night shift environment?
- 04
Why do you want to join Movate, and how do you handle structured training programs with strict performance benchmarks?
How difficult is the Software Engineer interview at Movate?
The interview difficulty is generally rated as easy to average. The technical questions focus heavily on core fundamentals rather than highly complex algorithmic puzzles. However, the communication round is strictly evaluated and acts as a major elimination phase.
Movate Software Engineer candidate reports ↗What is the typical timeline from the initial interview to receiving an offer?
For campus recruitment and walk-in drives, the process is highly streamlined and can be completed in a single day, with offers or letters of intent issued within 48 hours. Off-campus applications may take anywhere from 2 to 4 weeks depending on team requirements.
Movate Software Engineer candidate reports ↗Does Movate require candidates to sign a service agreement or bond?
Yes. Based on historical interview experiences, Movate frequently requires freshers and junior engineers to sign a 2-year service agreement (bond) upon joining, which may include a training cost recovery penalty if broken.
Movate Software Engineer candidate reports ↗What kind of training does the company provide after selection?
Movate provides highly detailed, structured technical training programs lasting several weeks. These programs cover enterprise routing, switching, firewalls, and cloud systems. You must clear assessments during this training period to secure your project deployment.
Movate Software Engineer candidate reports ↗Are the job roles purely software development, or do they involve support?
The Software Engineer title at Movate is broad. While some roles focus on development, many positions are aligned with Technical Assistance Centers (TAC), network engineering, cloud operations, and application support. You should clarify the specific project alignment during your managerial round.
Movate Software Engineer candidate reports ↗What topics does Movate test in interviews?
Movate interviews most often cover Communication Skills, Python, SQL, DHCP (Dynamic Host Configuration Protocol), and OSI Model. The exact emphasis depends on the specific role you apply for.
Movate Software Engineer candidate reports ↗Sources & methodology 3 sources ↗
No official company page is cited. Rounds and questions come from candidate reports and PracHub editorial material; each source shows the date it was read.
- 01Movate Software Engineer candidate reports ↗
Company-reported rounds, questions and FAQ.
Candidate reports · Accessed 2026-09-22 - 02PracHub Software Engineer practice ↗
PracHub practice material, not company-reported.
PracHub page · Accessed 2026-09-22 - 03PracHub preparation framework ↗
PracHub preparation guidance.
PracHub page · Accessed 2026-09-22
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