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In Java, implement a DP solution for the longest common subsequence of two strings (return length and the subsequence itself). Reconstruct the optimal solution (not just its value) and trace through the backtracking.
43
216
Given points A(-4, 15) and B(-18, -18), find the equation of the line passing through these two points.
29
103
Compute the difference of 21320 and 5882.
12
41
Find the complete prime factorization of 1908.
11
46
Calculate the volume of a rectangular prism with length 17.74, width 12.88, and height 13.82.
27
93
Write a 2000-word noir short story set in a deep space anomaly where castaways from different ships have formed a society, featuring an AI developing emotions it wasn't supposed to have. Explore the theme of finding home in unexpected places.
47
242
Calculate the area and circumference of a circle with radius 45.05.
15
67
Analyze the amortized time complexity using the aggregate analysis method of Kosaraju's SCC on an input of size n=30,127,244. Provide a rigorous justification.
35
159
Find the transpose of the matrix A = [[1, 0, -5], [-4, -2, -4]].
26
64
Solve using dynamic programming in Swift: the number of ways to climb 23 stairs taking up to 3 steps at a time. Walk through the subproblem decomposition before writing code.
36
174
Write a Node.js script that calls a paginated REST API, collects all results across 12 pages, and writes a structured JSON and a flat CSV report. Handle all common failure modes gracefully and log a summary on exit.
45
215
Calculate the area of a circle with radius 37.23.
13
49
In a double-slit experiment with slit separation 0.9 mm and screen distance 3.4 m, find the fringe spacing for light of wavelength 637 nm. Show your work.
39
154
Multiply matrices A = [[4, -3], [-5, 2]] and B = [[2, 2, -1], [-5, -2, 3]]. Show each element calculation.
42
106
Implement a production-ready REST API for managing inventory items with Koa (Node.js). Include: API key authentication, JWT authentication, cursor-based pagination. Add a Dockerfile and docker-compose.yml.
39
205
Write a 1000-word dark fantasy short story set in a war-ravaged capital city being rebuilt, with ghosts walking among the living, featuring a forensic accountant who finds a financial trail leading to their own past. Explore the theme of loyalty to an idea vs loyalty to a person.
58
280
In C, implement a DP solution for the maximum sum path through a triangle of 4 rows. Reconstruct the optimal solution (not just its value) and trace through the backtracking.
38
174
Calculate the area and circumference of a circle with radius 2.99.
15
66
In a class of 38 students, 7 play soccer and 5 play basketball, with 4 playing both. What is the probability a randomly chosen student plays at least one sport? Show your calculation.
42
183
Write a 2000-word horror short story set in a monastery on a mountain that exists between dimensions, featuring a tech billionaire who woke up unable to be seen by cameras or screens. Explore the theme of the beauty of impermanence.
48
232
Build a fully playable Space Invaders clone game using HTML5 Canvas and pure JavaScript (no external libraries). Implement the following mechanics: lives counter and score displayed on the HUD; destructible shields between player and enemies; bonus UFO crossing the top of the screen periodically; player ship with left/right movement and shooting (spacebar); enemy speed increasing as fewer aliens remain; enemy projectiles fired at random intervals. Use requestAnimationFrame for smooth rendering, organize code into separate concerns (game state, rendering, input handling), and add inline comments.
109
602
A mixture contains 20 liters of a 14% solution. How many liters of a 81% solution must be added to get a 44% mixture? Show your complete solution.
38
146
Build a fully playable Tetris game using HTML5 Canvas and pure JavaScript (no external libraries). Implement the following mechanics: left/right movement, soft drop, and hard drop controls; ghost piece showing where the current piece will land; level and speed increasing every 10 cleared lines; pause/resume functionality; game-over detection when pieces stack above the board; piece rotation with wall-kick correction. Use requestAnimationFrame for smooth rendering, organize code into separate concerns (game state, rendering, input handling), and add inline comments.
107
571
Solve for x: 15x - 38 = 10.
14
27
Build a read-heavy endpoints (list + detail) with write support REST API for categories using Spring Boot (Java). Include: request body validation, search / full-text query, bulk create endpoint, request ID tracing. Add middleware for request logging and correlation IDs.
52
271
Code a thread pool with 5 configurable workers and a work-stealing mechanism in Python from scratch. Discuss the concurrency primitives you chose and why. Include a test that verifies thread safety.
37
198
Build a max-heap with insert, extract-max, and heapify operations in Swift without using any standard library collection types. Add an iterator so the structure can be used in a for-each loop.
41
192
Solve in C: Given coins of denominations [2, 25, 30, 35, 37, 39], find the minimum number of coins needed to make change for 186. Provide an optimal solution with explanation.
47
175
Using NestJS (TypeScript), build a REST API that handles paginated list endpoint with aggregation counts for webhooks. Include: field-level partial update (PATCH), structured logging, event publishing on write, database transactions. Provide example curl commands for each endpoint.
52
282
Walk through a system design for a metrics collection and alerting platform (like Prometheus + Grafana). Key constraints: time-series compression with delta-of-delta encoding and Gorilla compression; alerting via threshold rules and anomaly detection, routing to PagerDuty. Cover: high-level component diagram, data model / schema, API design, functional and non-functional requirements, database choice and justification.
77
422
Write a 1200-word noir short story set in an abandoned amusement park that comes alive at midnight, featuring a librarian who finds a book that rewrites itself daily. Explore the theme of how language shapes the way we experience the world.
48
240
Write a 750-word fairy tale retelling short story set in a forgotten temple reclaimed by the jungle, featuring a street artist whose murals predict disasters 24 hours in advance. Explore the theme of how language shapes the way we experience the world.
49
252
Calculate the area and circumference of a circle with radius 71.0.
15
66
A satellite orbits Earth at an altitude of 37563 km. Calculate its orbital velocity and period. (Earth mass = 5.97 × 10²⁴ kg, Earth radius = 6371 km)
45
149
Solve for x: -15x + 37 = 3.
14
27
Analyze the time complexity and compare it to the most common alternative for the same task of selection sort on an input of size n=17,741,105. Provide a rigorous justification.
37
177
Code Kosaraju algorithm for strongly connected components in JavaScript, building it without using any library sorting or graph utilities. Compare its performance against a naive baseline with a benchmark on inputs of size 10, 1000, and 100000.
50
244
Write the opening chapter (800-1200 words) of a space opera novel set in an alternate 1920s where prohibition banned magic, not alcohol. Start with a line of mysterious dialogue whose context is unclear.
44
203
Is 29556 a prime number? Prove your answer.
13
43
Divide the polynomial P(x) = 5x^3 + 4x + 1 by (x + 3) using synthetic division.
30
79
Analyze the amortized time complexity using the potential method of bubble sort on an input of size n=1,331,976. Provide a rigorous justification.
31
146
Use dynamic programming in JavaScript to solve the unbounded knapsack problem with 7 item types and capacity 28. Include bottom-up tabulation and top-down memoization versions.
36
176
A 58.6 kg object is pushed with a force of 397.5 N at an angle of 57° on a surface with coefficient of friction 0.63. Find the acceleration. Draw a free-body diagram description.
48
178
Analyze the best-case, average-case, and worst-case time complexity with a justification for each scenario of binary search (iterative) on an input of size n=47,017,627. Provide a rigorous justification.
44
203
Build a complete, single-page fitness trainer website website using only HTML, CSS, and vanilla JavaScript (no frameworks). The design should be bold and colorful. Include: Google Fonts and Font Awesome icons integration; scroll-triggered fade-in animations using IntersectionObserver; accessible ARIA labels and semantic HTML5 landmark elements; team/about section with profile cards; CSS transitions and hover effects on interactive elements; hamburger menu for mobile navigation. Use semantic HTML5, ensure full mobile responsiveness, and write clean, commented code.
102
570
A satellite orbits Earth at an altitude of 1665 km. Calculate its orbital velocity and period. (Earth mass = 5.97 × 10²⁴ kg, Earth radius = 6371 km)
45
148
Walk through a system design for a push notification delivery system. Key constraints: priority queues for transactional vs marketing traffic; at-least-once delivery with retry exponential backoff and deduplication token; fan-out to APNs, FCM, email, and SMS at 8303K sends/second. Cover: functional and non-functional requirements, database choice and justification, API design, data model / schema.
83
400
Demonstrate the Strategy design pattern in C with a practical a payment processing module example. Write unit tests that verify the pattern behaves correctly.
28
158
Walk through a system design for a real-time collaborative text editor (like Google Docs). Key constraints: operational transformation or CRDT conflict resolution; presence indicators and shared cursor positions; offline editing with sync-on-reconnect for 11 concurrent users. Cover: functional and non-functional requirements, data model / schema, high-level component diagram.
66
378
Analyze the space complexity and discuss memory layout and cache performance implications of interpolation search on an input of size n=14,384,113. Provide a rigorous justification.
33
181
Write a 1000-word solarpunk short story set in an abandoned amusement park that comes alive at midnight, featuring a translator hired to decipher an alien treaty. Explore the theme of finding home in unexpected places.
43
218
In C#, solve this coding challenge: Given a binary tree, check if it is a valid binary search tree. Show a brute-force approach first, then optimize it.
34
152
Write a 750-word space opera short story set in a bustling medieval market during a plague, featuring a deep-sea diver who resurfaces to find 20 years have passed in 3 hours. Explore the theme of the nature of consciousness.
49
224
Design and implement a REST API for blog articles in NestJS (TypeScript), covering read-heavy endpoints (list + detail) with write support. Include: rate limiting per user, JWT authentication, request body validation. Show the database schema and migration files.
51
263
Multiply matrices A = [[-1, 3], [2, 0], [0, 2]] and B = [[5, 1, 1], [1, 3, 0]]. Show each element calculation.
49
110
Write a 1200-word literary fiction short story set in an underwater city in the year 3000, featuring a grief counselor haunted by the voices of those whose grief she couldn't ease. Explore the theme of loyalty to an idea vs loyalty to a person.
52
244
Compute the sum of 6466 and 1653.
12
33
Write a 500-word fantasy short story set in a small Appalachian town hiding a dark secret, featuring a cartographer mapping territories that shift and change. Explore the theme of freedom versus security.
38
204
Calculate the area and circumference of a circle with radius 8.99.
15
66
A spring with constant k = 227 N/m is compressed 0.25 m. Calculate the elastic potential energy stored. Show your calculations.
29
127
Describe the trade-offs when designing a system with 6883 nodes and a 0.1% annual node failure rate: focus on anti-entropy repair, read repair, and hinted handoff for eventual consistency.
43
188
Write a 1000-word space opera short story set in a neon-drenched megacity run by AI corporations, featuring a deep-sea diver who resurfaces to find 20 years have passed in 3 hours. Explore the theme of the ethics of AI.
54
219
Calculate the area of a circle with radius 36.11.
13
49
Analyze the time and space complexity for all core operations of bidirectional BFS on an input of size n=21,402,667. Provide a rigorous justification.
32
150
Analyze the amortized time complexity using the potential method of BFS (breadth-first search) on an input of size n=17,839,728. Provide a rigorous justification.
36
162
Build a complete, single-page restaurant landing page website using only HTML, CSS, and vanilla JavaScript (no frameworks). The design should be dark-themed and sleek. Include: accessible ARIA labels and semantic HTML5 landmark elements; breadcrumb navigation with structured data markup; CSS transitions and hover effects on interactive elements; footer with social media icons and sitemap links. Use semantic HTML5, ensure full mobile responsiveness, and write clean, commented code.
88
485
Given a 2-GHz processor with 20-stage pipeline, L1 hit=5 cycles, L2 hit=12 cycles, L3 hit=76 cycles, DRAM=192 cycles, and miss rates L1=29%, L2=13%, L3=12%: compute the average memory access time (AMAT), effective CPI (assuming 1.9 IPC in a stall-free pipeline), and identify whether this workload is memory-bound or compute-bound using the roofline model.
101
356
Build a fully playable JavaScript Platformer game using HTML5 Canvas and pure JavaScript (no external libraries). Implement the following mechanics: collectible coins or gems incrementing the score; gravity simulation and platform collision detection; sprite-based player with left/right run and jump mechanics; multi-layer parallax scrolling background; patrolling enemies that the player must avoid or defeat; level-complete trigger when reaching an end flag or zone. Use requestAnimationFrame for smooth rendering, organize code into separate concerns (game state, rendering, input handling), and add inline comments.
111
620
Write a 2000-word romance short story set in a marketplace at the intersection of three warring time periods, featuring a con artist who accidentally impersonated someone who doesn't exist. Explore the theme of the ethics of AI.
45
228
A wire of length 1.7 m carrying 7.0 A is in a magnetic field of 0.56 T. Calculate the force on the wire. Show your calculations.
38
128
Design and implement a REST API for shipments in FastAPI (Python), covering nested resource endpoints (parent → child relationships). Include: request body validation, bulk delete endpoint, query-param validation. Include unit tests for each handler.
45
250
An object starts with velocity 45.8 m/s and accelerates at -3.1 m/s² for 18.1 seconds. Find the final velocity. Show all equations used.
39
136
Build a complete, single-page fitness trainer website website using only HTML, CSS, and vanilla JavaScript (no frameworks). The design should be retro-inspired. Include: newsletter signup form with input validation; responsive mobile-first layout using CSS Grid; footer with social media icons and sitemap links. Use semantic HTML5, ensure full mobile responsiveness, and write clean, commented code.
74
400
Compute (7752 * 391) mod 84. Show each step.
16
44
Analyze the space complexity and discuss memory layout and cache performance implications of Boyer-Moore majority vote on an input of size n=11,938,762. Provide a rigorous justification.
38
186
Analyze the time and space complexity for all core operations of Dinic's max flow on an input of size n=37,603,444. Provide a rigorous justification.
34
149
Determine whether 749732 is divisible by 4. Explain the divisibility rule you used.
19
83
Write a 1200-word noir short story set in an abandoned amusement park that comes alive at midnight, featuring a deep-sea diver who resurfaces to find 20 years have passed in 3 hours. Explore the theme of isolation and connection.
50
229
Solve using dynamic programming in C++: minimum edit distance (Levenshtein) between strings of length ~20, with path reconstruction. Analyze time and space complexity, then show a space-optimized version.
42
204
Compute (5353 * 360) mod 29. Show each step.
16
44
A satellite orbits Earth at an altitude of 6791 km. Calculate its orbital velocity and period. (Earth mass = 5.97 × 10²⁴ kg, Earth radius = 6371 km)
45
148
An object starts with velocity 39.1 m/s and accelerates at 1.1 m/s² for 5.4 seconds. Find the final velocity. Show all equations used.
39
134
Build a write-optimized endpoints with idempotency keys REST API for wishlists using Hono (TypeScript). Include: request body validation, cursor-based pagination, search / full-text query. Include an OpenAPI spec for the endpoints.
48
231
An object starts with velocity 49.8 m/s and accelerates at 8.6 m/s² for 16.7 seconds. Find the displacement. Show all equations used.
38
133
Multiply matrices A = [[2, -5, 0], [1, -5, 5]] and B = [[2, -4], [-1, 3], [2, -5]]. Show each element calculation.
48
114
Analyze the time and space complexity for all core operations of topological sort (Kahn's algorithm) on an input of size n=43,869,363. Provide a rigorous justification.
38
168
Build a complete, single-page music artist website website using only HTML, CSS, and vanilla JavaScript (no frameworks). The design should be retro-inspired. Include: sticky navigation bar with smooth-scroll anchor links; CSS card grid for showcasing items or services; accessible ARIA labels and semantic HTML5 landmark elements; hero section with a full-screen background image and CTA button; Google Fonts and Font Awesome icons integration. Use semantic HTML5, ensure full mobile responsiveness, and write clean, commented code.
99
532
Build a complete, single-page podcast homepage website using only HTML, CSS, and vanilla JavaScript (no frameworks). The design should be dark-themed and sleek. Include: a floating 'back to top' button that appears after scrolling; FAQ accordion with smooth expand/collapse; scroll-triggered fade-in animations using IntersectionObserver; breadcrumb navigation with structured data markup; image gallery with CSS lightbox popup. Use semantic HTML5, ensure full mobile responsiveness, and write clean, commented code.
97
516
Find the area of a triangle with base 9.57 and height 6.23.
19
59
Build a complete, single-page real estate listing page website using only HTML, CSS, and vanilla JavaScript (no frameworks). The design should be glassmorphism-styled. Include: CSS card grid for showcasing items or services; responsive mobile-first layout using CSS Grid; Google Fonts and Font Awesome icons integration; team/about section with profile cards; hero section with a full-screen background image and CTA button; FAQ accordion with smooth expand/collapse. Use semantic HTML5, ensure full mobile responsiveness, and write clean, commented code.
106
555
Build a fully playable Tower Defense game game using HTML5 Canvas and pure JavaScript (no external libraries). Implement the following mechanics: upgrade selected tower by spending coins; game-over and wave-cleared notification screens; tower range visualization circle on hover/select; at least three tower types with different range, damage, and fire rate; predefined enemy path drawn as a curve on a grid canvas; click-to-place towers on valid grid cells within a coin budget. Use requestAnimationFrame for smooth rendering, organize code into separate concerns (game state, rendering, input handling), and add inline comments.
117
630
Build a fully playable Tower Defense game game using HTML5 Canvas and pure JavaScript (no external libraries). Implement the following mechanics: at least three tower types with different range, damage, and fire rate; upgrade selected tower by spending coins; wave-based enemy spawning with increasing HP and count per wave; predefined enemy path drawn as a curve on a grid canvas; player life counter decremented when an enemy reaches the base; click-to-place towers on valid grid cells within a coin budget. Use requestAnimationFrame for smooth rendering, organize code into separate concerns (game state, rendering, input handling), and add inline comments.
124
660
Create a NestJS (TypeScript) REST service for messages with nested resource endpoints (parent → child relationships). Include: query-param validation, field-level partial update (PATCH), response caching. Add a Dockerfile and docker-compose.yml.
47
245
Walk through a system design for a ride-sharing dispatch service (like Uber / Lyft). Key constraints: geospatial indexing with geohash or S2 cells at 3M active drivers; driver-passenger matching within 6 seconds; ETA computation on a live traffic graph updated every 103 seconds. Cover: failure modes and resiliency, API design, high-level component diagram, functional and non-functional requirements.
82
402
Draw the Lewis structure of NH₃, determine its molecular geometry, and predict the bond angles.
20
95
Explain Lamport logical clocks: the clock condition, the total order, and limitations without vector clocks for a distributed system handling 48K transactions/second.
31
166
Given points A(-8, -14) and B(1, 8), find the slope of the line passing through these two points.
29
97
Walk through a system design for a large-scale web crawler. Key constraints: content change detection using checksums and re-crawl scheduling; distributed URL deduplication via Bloom filter at 3B URLs; politeness (robots.txt, crawl-delay) and frontier priority queue. Cover: API design, high-level component diagram, failure modes and resiliency, functional and non-functional requirements.
77
390
Build a fully playable Connect Four game using HTML/CSS/JavaScript and pure JavaScript (no external libraries). Implement the following mechanics: column-hover highlight showing where a disc will land; win highlight showing the winning four discs; optional AI opponent using minimax with alpha-beta pruning; win detection for horizontal, vertical, and diagonal four-in-a-row; 7×6 grid rendered with CSS for two-player disc dropping. Use requestAnimationFrame for smooth rendering, organize code into separate concerns (game state, rendering, input handling), and add inline comments.
112
583
Implement a Python backpressure-aware async pipeline using asyncio.Queue and demonstrate processing 14,041 concurrent jobs.
21
123
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