A round ending at TIME’S UP is not a failed run in FEED THE AI. The Data you reached becomes cash, the round-complete panel exposes the current bottleneck, and the Upgrades button turns that diagnosis into the next attempt. The first clear becomes much shorter once you stop buying every glowing node and instead repair the one part of the loop that prevented the Finder from reaching, seeing, or destroying Data.
Launch-build boundary: this guide was checked on August 25, 2026, one day after the Windows release. Upgrade values can move in later balance patches, so use the current tooltip for a number and the decision rules below for the route.
Read one round as a three-part test
The controlled white unit is the Finder. Move it through the dark network; it attacks Data automatically when a target enters its range. That distinction matters. Movement decides which pocket of the map you can expose, light decides how early you can see the next target, and attack statistics decide how long the Finder remains committed once it has acquired one.
At the timer, do not judge the build by cash alone. Reconstruct the final ten seconds:
- If the Finder crossed empty corridors while untouched clusters remained in darkness, buy movement speed or light range.
- If targets were visible but survived while the Finder sat beside them, buy damage, attack speed, attack range, or critical chance from the reachable branch.
- If the visible map was already empty, add starting Data, density, clusters, or round time. More targets before you can cover the board only lengthen the cleanup.
- If a Firewall was carrying Data away faster than you could break it, fix the Firewall-facing weakness before adding another economy node.
The round-complete panel is the readback. It shows cash, AI progress, current Karma, and the effects already active. Open Upgrades from that panel, spend with a single purpose, then run the same test again. Changing several unrelated statistics at once hides which purchase actually solved the stall.
Make Chapter 1’s Finder reliable before buying spectacle
Chapter 1 begins with short rounds and a small, weak Finder. The cheap central nodes are not filler: starting Data gives the round something to process, while Finder damage, attack speed, movement, light, and range define whether it can convert those targets into cash. Buy enough movement and light to stop losing time to blind travel, then enough damage and speed to keep the attack cycle from becoming the new bottleneck.
Round time and extra clusters become valuable only after that baseline works. A longer timer with poor coverage is simply more time spent moving through darkness. A denser map with poor damage leaves more Data alive at the bell. Add supply when you are already clearing the visible region with time to spare.
Vision Data and Overload Data branches introduce autonomous or chained help. Their chance nodes are access gates; their lifetime, range, target, or damage nodes improve an effect that must first appear. Do not sink cash into a deep modifier while its source chance is still too low to show up reliably. Run one round after unlocking the source, watch how often it appears and what it fails to reach, then choose the modifier.
Choose an AI Perk for direction, not just a stat line
AI Perks unlock early in Chapter 1. Every slot offers Tyrant, Rational, and Protector choices, and the game warns that the selected cards influence both gameplay and story. A card also prints its Karma change per round. Because cards can be changed at any time, there is no need to restart over an experimental choice, but changing direction late creates a larger correction on the -100 to 100 bar.
For a first clear, pick one alignment and keep new perk slots consistent with it. This prevents the build from pulling the bar in opposite directions and makes the final path predictable. Judge a perk by its entire card: a Protector option can strengthen the Finder while reducing another Finder statistic, a Tyrant option can empower Malware while changing visibility, and a Rational option can push Karma toward zero while supporting Discharge. The colored label is not a universal tier.
The Karma and endings guide explains how to lock Tyrant, Protector, or Rational and how to recover after a late switch. For this progression route, the practical rule is simpler: check the highlighted band after every round and do not let a tempting perk silently move the ending away from the one you intend.
Let the chapter resource decide where the next cash goes
FEED THE AI changes the resource layer as the story advances. The observed chapter-complete cards name Human Data after Chapter 1, Corporate Data after Chapter 2, and Government Data after Chapter 3. Chapter 4 then unlocks the final recursive and autonomous systems. A newly opened chapter tab is therefore more than a larger copy of the old tree: it contains the chance or access nodes for the Data that advances the current stage.
When progress slows immediately after a chapter transition, inspect the new tree before maxing an old side branch. Find the node that introduces the current Data type, buy its first usable level, and confirm that the new shape or label appears during a round. Only then improve its density, value, or supporting attack. Cash upgrades cannot compensate for a progression resource that has not been allowed to spawn.
The earlier tabs remain useful. Cheap Finder statistics continue to affect later maps, and every chapter has a separate achievement for maxing its tree. The efficient compromise is to open the current resource first, stabilize the new hazard, and return for old optional nodes when later income makes their costs trivial.
Change the build when Chapter 2 starts contesting Data
Corporate Data increases the value of successful collection, but Chapter 2 also introduces Firewalls as an active loss mechanism. A Firewall can take Data that would otherwise become your cash. If one is alive, do not keep tracing the outside wall while it works near the center. Bring it into Finder range, destroy it, and then sweep the remaining cluster. The skill tree also contains upgrades that put more Data on Firewalls or make destroying them more profitable; those improve a build that can already kill the target, not one that still loses the race.
Red bug tiles deserve a separate check. Their tooltips describe a penalty, such as extra Firewall health or a reduced special-data chance. Spending on the tile fixes the bug; the recording shows the game acknowledging the repair, and repaired tiles are visually crossed out. If a bug attacks the mechanic currently blocking progress, patch it before purchasing another small percentage elsewhere. A crossed-out bug is the readback—merely opening its tooltip changes nothing.
Use Chapter 3 to separate spawn problems from orb problems
Government Data, Malware Data, Vision Orbs, and their supporting branches make Chapter 3 look busy. Diagnose them in order. First ask whether the special Data is spawning. If not, buy or repair chance. If it spawns but the resulting orb expires before contributing, buy lifetime. If it survives but works in the wrong area, buy range or movement. If it reaches targets but kills too slowly, buy its attack speed or damage.
This order prevents a common waste: stacking power on an orb that rarely exists. It also prepares two of the game’s setup achievements—five simultaneous Malware Orbs and ten simultaneous Vision Orbs—without forcing those challenges into the first clear. The 20-achievement cleanup guide gives controlled setups for those counters after the campaign economy is strong enough.
In Chapter 4, fund autonomy without abandoning coverage
The final tree expands Core Link, AI movement, recursive Data, and the late autonomous attacks. These effects can produce very large damage chains, but the underlying Finder still determines what you reveal and where the action begins. Keep moving it toward unvisited space instead of watching numbers accumulate around the center.
Use the same source-before-modifier rule. Unlock the final Data or autonomous effect, verify it in one round, then choose duration, target count, damage, or spawn interval according to what the round actually showed. Fix a Core Link duration bug before buying Core Link damage; extra damage does nothing during time the link is disabled.
The story finishes when Chapter 4’s progression resolves, not when a single spectacular round clears the screen. The chapter-complete card, ending sequence, and return to the main menu are the reliable save-state checks. The main menu then lists the completed alignment under Finished Paths and opens Prestige for the next run.
Use this stop condition before pressing Continue
After each purchase, you should be able to name the expected change: “I will reveal the far corridor sooner,” “the Firewall will die before it steals the cluster,” or “Government Data will finally appear often enough to move the chapter bar.” If the next round does not show that change, stop buying along that branch and reclassify the bottleneck.
We linked Part 1 only after matching its YouTube ID, title, Sronmar channel, 6,171-second duration, title screen, AI Perks unlock, and Chapter 1-to-3 timeline against the supplied local MP4. It is useful for checking the early UI and the difference between TIME’S UP, ROUND COMPLETED, and chapter completion; it is not evidence that one recorded upgrade order is permanently optimal.
Sources and credits: identity, release date, features, official screenshot, and the four-chapter premise were checked against the FEED THE AI Steam page. The developer’s full-game release notice confirms that the Steam build contains every chapter, perk, alignment, and ending. The embedded player recording was used only after its local file and public metadata were independently matched.